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  • [Solved] Create a discussion using as a guide the bellow participation requirements. NO AI no Plagiarism refernces from the last 5 years. incluide DNP essential

    ✓ Verified Academic Solution Available

    Executive Solution Overview

    The IOM encourages nurses to practice their profession with a terminal degree. DNP Leadership, when coupled with organizational position, is an opportunity for nurses to accomplish group goals to advance the quality of care provided. For this week's discussion, analyze leadership styles and the role…

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    Assignment Prompt & Instructions

    The IOM encourages nurses to practice their profession with a terminal degree. DNP Leadership, when coupled with organizational position, is an opportunity for nurses to accomplish group goals to advance the quality of care provided.
    For this week's discussion, analyze leadership styles and the role of leaders in change, innovation, organizational climate, and culture. Draw a parallel with your possible practicum site organizational dynamics.
    ### **Participation Requirements**
    Remember that a new discussion rubric was approved by the professors, committee members, and a majority of the students. Please review the rubric before posting to ensure a maximum of points.
    Here are the categories of the new discussion rubric:
    **Initial Post** relevance to the topic of discussion, applicability, and insight. (20%)
    **Quality of Written Communication** Appropriateness of audience and words choice is specific, purposeful, dynamic, and varied. Grammar, spelling, punctuation. (20%)
    **Inclusion of DNP essentials explored in the discussion as well as the role-specific competencies as applicable.**(10%)
    **Rigor, currency,  and relevance of the scholarly references.** (Use articles that are below 5 years). (20%)
    **Peer & Professor Responses.** The number of responses, quality of response posts. (20%)
    **Timeliness of the initial post and the answers to the peers. (10%)**
    \
    DNPEssentials.pdf](https://www.sweetstudy.com/files/dnpessentials-pdf-10388371 "DNPEssentials.pdf")

  • [Solved] GP Intro and background

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    Executive Solution Overview

    I only need the introduction and background completed. 1 page, IEEE format. – ## GroupprojectIntroandbackground.docx – ## Groupprojectproposal.docx – ## breast-cancer.arff2.txt **## GroupprojectIntroandbackground.docx** **2. Project Objectives** The main goal of this project is to provide **hands-o…

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    Assignment Prompt & Instructions

    I only need the introduction and background completed. 1 page, IEEE format.

    – ## GroupprojectIntroandbackground.docx

    – ## Groupprojectproposal.docx

    – ## breast-cancer.arff2.txt

    **## GroupprojectIntroandbackground.docx**

    **2. Project Objectives**

    The main goal of this project is to provide
    **hands-on research experience** in machine learning. Students will:

    · Identify and define a research-worthy problem.

    · Explore existing machine learning approaches.

    · Develop, implement, and test their own solution.

    · Critically evaluate their work in comparison with related methods.

    **3. Project Topic Selection**

    · Topics should be
    **relevant to machine learning** in a domain that all group members agree on.

    · Each group must submit a
    **1-page project proposal**(12-point font, single spacing, 1-inch margins) that includes:

    · Problem statement

    · Dataset(s) selection

    · Plan and methodology

    **4. Data and Tools**

    · Students may use
    **publicly available datasets** (e.g., from Kaggle, UCI ML Repository, etc).

    · Recommended tools include
    **WEKA, Jupyter Notebook, PyTorch, Scikit-learn, etc.**

    · Data preprocessing, cleaning, and feature engineering must be documented.

    **5. Project Deliverables**

    1.
    **Proposal:** Problem definition, dataset selection, and plan.

    2.
    **Final Report (4-5 pages including references using** [**IEEE paper template**](https://www.ieee.org/conferences/publishing/templates) **):**

    · Introduction & background

    · Related work (literature review)

    · Methodology & algorithms used (at least 5 different machine learning techniques need to be utilized)

    · Experimental setup (datasets, evaluation metrics)

    · Results and analysis (comparisons, graphs, tables)

    · Conclusion and future work

    3.
    **Presentation/Demo:** 10–15 minutes per group.

    **NOTE: Do not include WEKA screenshot results of your experiments in the report. Instead, summarize your findings in text and use tables, charts, or written explanations to clearly present your results.**

    **NOTE: A 15% penalty will be applied to your grade if your paper is not formatted using the official IEEE paper template. Please make sure to carefully follow the template guidelines for structure, formatting, and references before submission**

    **## Groupprojectproposal.docx**

    2

    **Predicting Breast Cancer Recurrence Using Machine Learning**

    **Problem Statement**

    Breast cancer is one of the most common cancers affecting women worldwide. Early detection is critical in improving patient outcomes. Structured datasets provide an opportunity to apply machine learning techniques to predict the likelihood of cancer recurrence or non-recurrence. The research problem is to determine if machine learning models can improve prediction accuracy and support early diagnosis and treatment planning.

    **Dataset Selection**

    [https://archive.ics.uci.edu/dataset/14/breast+cancer](https://archive.ics.uci.edu/dataset/14/breast+cancer)

    We chose the breast cancer dataset from the UCI Machine Learning Repository. The dataset includes 286 instances with 9 attributes describing patient medical features. The target variable distinguishes between recurrence and no recurrence.

    **Plan and Methodology**

    We will use WEKA machine learning software to carry out the following steps:

    1. Data Analysis and Preprocessing

    a. Explore dataset characteristics and distributions

    b. Encode categorical variables and check for missing values

    2. Model Development

    a. Establish a performance baseline using multiple algorithms:

    i. Logistic Regression

    ii. Decision Trees (J48)

    iii. Random Forests

    iv. Naïve Bayes

    v. K-Nearest Neighbors (IBk)

    3. Model Assessment

    a. Evaluate models using 10-fold cross validation to ensure generalization

    b. Compare model performance using metrics such as accuracy, precision, recall, F1-score, and ROC-AUC

    4. Feature Selection

    a. Assess the impact of feature selection methods on performance

    b. Evaluate if dimensionality reduction methods lead to stronger model performance

    5. Critical evaluation

    a. Provide a comparative analysis of algorithms

    b. Discuss trade-offs, strengths, and weaknesses of each approach

    c. Reflect on how these findings might apply in real-world clinical decision making

    **## breast-cancer.arff2.txt**

    % Breast Cancer Dataset (UCI ML Repository)
    % ARFF for WEKA – corrected enums/underscores, no '?' in attribute values

    @RELATION breast_cancer

    @ATTRIBUTE class {no-recurrence-events,recurrence-events}
    @ATTRIBUTE age {10-19,20-29,30-39,40-49,50-59,60-69,70-79,80-89,90-99}
    @ATTRIBUTE menopause {lt40,ge40,premeno}
    @ATTRIBUTE tumor_size {0-4,5-9,10-14,15-19,20-24,25-29,30-34,35-39,40-44,45-49,50-54,55-59}
    @ATTRIBUTE inv_nodes {0-2,3-5,6-8,9-11,12-14,15-17,18-20,21-23,24-26,27-29,30-32,33-35,36-39}
    @ATTRIBUTE node_caps {yes,no}
    @ATTRIBUTE deg_malig {1,2,3}
    @ATTRIBUTE breast {left,right}
    @ATTRIBUTE breast_quad {left_up,right_up,left_low,right_low,central}
    @ATTRIBUTE irradiat {yes,no}

    @DATA
    no-recurrence-events,30-39,premeno,30-34,0-2,no,3,left,left_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,right,right_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,0-4,0-2,no,2,right,right_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,50-54,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,0-4,0-2,no,3,left,central,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,lt40,10-14,0-2,no,1,left,right_up,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,3,left,right_up,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,3,left,left_up,no
    no-recurrence-events,60-69,lt40,30-34,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,premeno,30-34,0-2,no,3,left,left_low,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,3,left,left_low,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,right,right_up,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,30-39,premeno,25-29,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,premeno,40-44,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,35-39,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,20-24,0-2,no,1,left,left_low,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,3,right,left_up,no
    no-recurrence-events,40-49,premeno,40-44,0-2,no,2,right,left_low,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,3,right,left_up,no
    no-recurrence-events,50-59,premeno,15-19,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,premeno,10-14,0-2,no,3,left,left_low,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,1,right,left_up,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,1,left,left_up,no
    no-recurrence-events,30-39,premeno,30-34,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,ge40,0-4,0-2,no,2,left,central,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,1,right,central,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,1,right,left_low,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,5-9,0-2,no,1,left,central,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,ge40,50-54,0-2,no,1,right,right_up,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,left,left_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,1,right,right_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,1,right,left_low,no
    no-recurrence-events,50-59,lt40,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,30-39,premeno,20-24,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,premeno,15-19,0-2,no,1,left,left_low,no
    no-recurrence-events,70-79,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,70-79,ge40,40-44,0-2,no,1,right,left_up,no
    no-recurrence-events,70-79,ge40,40-44,0-2,no,1,right,right_up,no
    no-recurrence-events,50-59,ge40,0-4,0-2,no,1,right,central,no
    no-recurrence-events,50-59,ge40,5-9,0-2,no,2,right,right_up,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,1,left,left_up,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,central,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,1,right,right_low,no
    no-recurrence-events,50-59,ge40,0-4,0-2,no,1,left,left_low,no
    no-recurrence-events,20-29,premeno,35-39,0-2,no,2,right,right_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,1,left,right_low,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,1,right,right_low,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,50-59,ge40,35-39,0-2,no,3,left,left_low,no
    no-recurrence-events,60-69,ge40,50-54,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_up,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,15-19,0-2,no,2,right,right_low,no
    no-recurrence-events,30-39,premeno,5-9,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,2,left,left_low,no
    no-recurrence-events,30-39,premeno,25-29,0-2,no,1,left,central,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,right,central,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,2,right,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,left,left_up,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,2,right,left_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,1,left,right_low,no
    no-recurrence-events,50-59,ge40,35-39,0-2,no,3,left,left_up,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,2,right,left_low,no
    no-recurrence-events,70-79,ge40,0-4,0-2,no,1,left,right_low,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,3,right,left_up,no
    no-recurrence-events,40-49,premeno,40-44,0-2,no,1,right,left_up,no
    no-recurrence-events,30-39,premeno,0-4,0-2,no,2,right,central,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,2,right,left_up,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,50-59,premeno,10-14,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,2,right,right_low,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,2,left,left_up,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,1,left,right_up,no
    no-recurrence-events,30-39,premeno,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,ge40,20-24,0-2,no,3,left,left_low,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,3,right,left_low,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,2,right,right_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,right_low,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,right,left_low,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,left_up,no
    no-recurrence-events,30-39,premeno,40-44,0-2,no,2,right,right_up,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,3,right,right_up,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,1,right,left_up,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,1,right,central,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,35-39,0-2,no,2,right,right_up,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,30-39,premeno,15-19,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,30-39,premeno,10-14,0-2,no,1,right,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,1,left,right_low,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,2,right,right_up,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,3,left,left_up,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,right,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,right,left_low,no
    no-recurrence-events,70-79,ge40,10-14,0-2,no,2,left,central,no
    no-recurrence-events,30-39,premeno,30-34,6-8,yes,2,right,right_up,no
    no-recurrence-events,30-39,premeno,25-29,6-8,yes,2,right,left_up,yes
    no-recurrence-events,50-59,premeno,25-29,0-2,yes,2,left,left_up,no
    no-recurrence-events,40-49,premeno,35-39,9-11,yes,2,right,left_up,yes
    no-recurrence-events,40-49,premeno,35-39,9-11,yes,2,right,right_up,yes
    no-recurrence-events,40-49,premeno,40-44,3-5,yes,3,right,left_up,yes
    no-recurrence-events,40-49,premeno,30-34,6-8,no,2,left,left_up,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,3,left,right_up,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,2,left,left_low,yes
    no-recurrence-events,30-39,premeno,20-24,3-5,no,2,right,central,no
    no-recurrence-events,30-39,premeno,40-44,3-5,no,3,right,right_up,yes
    no-recurrence-events,40-49,premeno,5-9,0-2,no,1,left,left_low,yes
    no-recurrence-events,30-39,premeno,40-44,0-2,no,2,left,left_low,yes
    no-recurrence-events,40-49,premeno,30-34,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,ge40,40-44,3-5,yes,2,left,left_low,no
    no-recurrence-events,50-59,premeno,20-24,3-5,yes,2,left,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,left,left_up,no
    no-recurrence-events,40-49,premeno,45-49,0-2,no,2,left,left_low,yes
    no-recurrence-events,60-69,ge40,45-49,6-8,yes,3,left,central,no
    no-recurrence-events,40-49,premeno,25-29,0-2,?,2,left,right_low,yes
    no-recurrence-events,60-69,ge40,50-54,0-2,no,2,right,left_up,yes
    no-recurrence-events,50-59,premeno,30-34,3-5,yes,2,left,left_low,yes
    no-recurrence-events,30-39,premeno,20-24,0-2,no,3,left,central,no
    no-recurrence-events,50-59,lt40,30-34,0-2,no,3,right,left_up,no
    no-recurrence-events,50-59,ge40,25-29,15-17,yes,3,right,left_up,no
    no-recurrence-events,60-69,ge40,30-34,3-5,yes,3,left,left_low,no
    no-recurrence-events,50-59,ge40,35-39,15-17,no,3,left,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,3,right,left_up,yes
    no-recurrence-events,30-39,lt40,15-19,0-2,no,3,right,left_up,no
    no-recurrence-events,60-69,ge40,40-44,3-5,no,2,right,left_up,yes
    no-recurrence-events,50-59,ge40,25-29,3-5,yes,3,right,left_up,no
    no-recurrence-events,50-59,premeno,30-34,0-2,no,1,left,central,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,right,central,no
    no-recurrence-events,40-49,premeno,35-39,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,3,right,left_up,yes
    no-recurrence-events,40-49,premeno,30-34,3-5,yes,2,right,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,2,right,left_up,yes
    no-recurrence-events,60-69,ge40,25-29,3-5,?,1,right,left_up,yes
    no-recurrence-events,60-69,ge40,25-29,3-5,?,1,right,left_low,yes
    no-recurrence-events,40-49,premeno,20-24,3-5,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,3-5,no,2,right,left_low,no
    no-recurrence-events,40-49,ge40,40-44,15-17,yes,2,right,left_up,yes
    no-recurrence-events,50-59,premeno,10-14,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,ge40,30-34,0-2,no,2,left,left_up,yes
    no-recurrence-events,30-39,premeno,20-24,3-5,yes,2,right,left_up,yes
    no-recurrence-events,30-39,premeno,15-19,0-2,no,1,left,left_low,no
    no-recurrence-events,60-69,ge40,30-34,6-8,yes,2,right,right_up,no
    no-recurrence-events,50-59,ge40,20-24,3-5,yes,2,right,left_up,no
    no-recurrence-events,50-59,premeno,25-29,3-5,yes,2,left,left_low,yes
    no-recurrence-events,40-49,premeno,30-34,0-2,no,2,right,right_up,yes
    no-recurrence-events,40-49,ge40,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,premeno,25-29,3-5,no,2,right,left_up,yes
    no-recurrence-events,40-49,premeno,20-24,0-2,no,3,right,left_low,yes
    no-recurrence-events,40-49,premeno,35-39,0-2,yes,3,right,left_up,yes
    no-recurrence-events,40-49,premeno,35-39,0-2,yes,3,right,left_low,yes
    no-recurrence-events,40-49,premeno,25-29,0-2,no,1,right,left_low,yes
    no-recurrence-events,50-59,ge40,30-34,9-11,?,3,left,left_up,yes
    no-recurrence-events,50-59,ge40,30-34,9-11,?,3,left,left_low,yes
    no-recurrence-events,40-49,premeno,20-24,6-8,no,2,right,left_low,yes
    no-recurrence-events,50-59,ge40,25-29,0-2,no,1,left,right_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,left,left_up,yes
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,right,left_up,no
    no-recurrence-events,50-59,ge40,20-24,0-2,yes,2,right,left_up,no
    no-recurrence-events,40-49,premeno,15-19,12-14,no,3,right,right_low,yes
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,left,left_up,yes
    no-recurrence-events,50-59,ge40,30-34,6-8,yes,2,left,left_low,no
    no-recurrence-events,30-39,premeno,10-14,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,premeno,50-54,0-2,yes,2,right,left_up,yes
    no-recurrence-events,50-59,ge40,35-39,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,10-14,3-5,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,left,left_low,yes
    no-recurrence-events,50-59,ge40,15-19,0-2,yes,2,left,central,yes
    no-recurrence-events,50-59,premeno,25-29,0-2,no,1,left,left_low,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,3,right,left_low,no
    recurrence-events,50-59,premeno,15-19,0-2,no,2,left,left_low,no
    recurrence-events,40-49,premeno,40-44,0-2,no,1,left,left_low,no
    recurrence-events,50-59,ge40,35-39,0-2,no,2,left,left_low,no
    recurrence-events,50-59,premeno,25-29,0-2,no,2,left,right_up,no
    recurrence-events,30-39,premeno,0-4,0-2,no,2,right,central,no
    recurrence-events,50-59,ge40,30-34,0-2,no,3,left,?,no
    recurrence-events,50-59,premeno,25-29,0-2,no,2,left,right_up,no
    recurrence-events,50-59,premeno,30-34,0-2,no,3,left,right_up,no
    recurrence-events,40-49,premeno,35-39,0-2,no,1,right,left_up,no
    recurrence-events,40-49,premeno,20-24,0-2,no,2,left,left_low,no
    recurrence-events,50-59,ge40,20-24,0-2,no,2,right,central,no
    recurrence-events,40-49,premeno,30-34,0-2,no,3,right,right_up,no
    recurrence-events,50-59,premeno,25-29,0-2,no,1,right,left_up,no
    recurrence-events,60-69,ge40,40-44,0-2,no,2,right,left_low,no
    recurrence-events,40-49,ge40,20-24,0-2,no,2,right,left_up,no
    recurrence-events,50-59,ge40,20-24,0-2,no,2,left,left_up,no
    recurrence-events,40-49,premeno,15-19,0-2,no,2,left,left_up,no
    recurrence-events,60-69,ge40,30-34,0-2,no,3,right,central,no
    recurrence-events,30-39,premeno,15-19,0-2,no,1,right,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,3,left,right_up,no
    recurrence-events,30-39,premeno,30-34,0-2,no,1,right,left_up,no
    recurrence-events,60-69,ge40,25-29,0-2,no,3,left,right_low,yes
    recurrence-events,60-69,ge40,20-24,0-2,no,3,right,left_low,no
    recurrence-events,30-39,premeno,25-29,3-5,yes,3,left,left_low,yes
    recurrence-events,40-49,ge40,20-24,3-5,no,3,right,left_low,yes
    recurrence-events,40-49,premeno,30-34,15-17,yes,3,left,left_low,no
    recurrence-events,50-59,premeno,30-34,0-2,no,3,right,left_up,yes
    recurrence-events,60-69,ge40,40-44,3-5,yes,3,right,left_low,no
    recurrence-events,60-69,ge40,45-49,0-2,no,1,right,right_up,yes
    recurrence-events,50-59,premeno,50-54,9-11,yes,2,right,left_up,no
    recurrence-events,40-49,premeno,30-34,3-5,no,2,right,left_up,no
    recurrence-events,30-39,premeno,30-34,3-5,no,3,right,left_up,yes
    recurrence-events,70-79,ge40,15-19,9-11,?,1,left,left_low,yes
    recurrence-events,60-69,ge40,30-34,0-2,no,3,right,left_up,yes
    recurrence-events,50-59,premeno,25-29,3-5,yes,3,left,left_low,yes
    recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_low,no
    recurrence-events,30-39,premeno,35-39,0-2,no,3,left,left_low,no
    recurrence-events,40-49,premeno,20-24,3-5,yes,2,right,right_up,yes
    recurrence-events,60-69,ge40,20-24,3-5,no,2,left,left_low,yes
    recurrence-events,40-49,premeno,15-19,15-17,yes,3,left,left_low,no
    recurrence-events,50-59,ge40,25-29,6-8,no,3,left,left_low,yes
    recurrence-events,50-59,ge40,20-24,3-5,yes,3,right,right_up,no
    recurrence-events,40-49,premeno,30-34,12-14,yes,3,left,left_up,yes
    recurrence-events,30-39,premeno,30-34,9-11,no,2,right,left_up,yes
    recurrence-events,30-39,premeno,15-19,6-8,yes,3,left,left_low,yes
    recurrence-events,50-59,ge40,30-34,9-11,yes,3,left,right_low,yes
    recurrence-events,60-69,ge40,35-39,6-8,yes,3,left,left_low,no
    recurrence-events,30-39,premeno,20-24,3-5,yes,2,left,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,3,left,left_up,no
    recurrence-events,40-49,premeno,50-54,0-2,no,2,right,left_low,yes
    recurrence-events,30-39,premeno,40-44,0-2,no,1,left,left_up,no
    recurrence-events,60-69,ge40,50-54,0-2,no,3,right,left_up,no
    recurrence-events,40-49,premeno,30-34,0-2,yes,3,right,right_up,no
    recurrence-events,40-49,premeno,30-34,6-8,yes,3,right,left_up,no
    recurrence-events,40-49,premeno,30-34,0-2,no,1,left,left_low,yes
    recurrence-events,40-49,premeno,20-24,3-5,yes,2,left,left_low,yes
    recurrence-events,50-59,ge40,30-34,6-8,yes,2,left,right_low,yes
    recurrence-events,50-59,ge40,30-34,3-5,no,3,right,left_up,no
    recurrence-events,60-69,ge40,25-29,3-5,no,2,right,right_up,no
    recurrence-events,40-49,ge40,25-29,12-14,yes,3,left,right_low,yes
    recurrence-events,60-69,ge40,25-29,0-2,no,3,left,left_up,no
    recurrence-events,50-59,lt40,20-24,0-2,?,1,left,left_up,no
    recurrence-events,50-59,lt40,20-24,0-2,?,1,left,left_low,no
    recurrence-events,30-39,premeno,35-39,9-11,yes,3,left,left_low,no
    recurrence-events,40-49,premeno,30-34,3-5,yes,2,left,right_up,no
    recurrence-events,60-69,ge40,20-24,24-26,yes,3,left,left_low,yes
    recurrence-events,30-39,premeno,35-39,0-2,no,3,left,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,2,left,left_low,yes
    recurrence-events,50-59,ge40,30-34,6-8,yes,3,left,right_low,no
    recurrence-events,50-59,premeno,25-29,0-2,no,3,right,left_low,yes
    recurrence-events,40-49,premeno,15-19,0-2,yes,3,right,left_up,no
    recurrence-events,60-69,ge40,30-34,0-2,yes,2,right,right_up,yes
    recurrence-events,60-69,ge40,30-34,3-5,yes,2,left,central,yes
    recurrence-events,40-49,premeno,25-29,9-11,yes,3,right,left_up,no
    recurrence-events,30-39,premeno,25-29,6-8,yes,3,left,right_low,yes
    recurrence-events,60-69,ge40,10-14,6-8,yes,3,left,left_up,yes
    recurrence-events,50-59,premeno,35-39,15-17,yes,3,right,right_up,no
    recurrence-events,50-59,ge40,40-44,6-8,yes,3,left,left_low,yes
    recurrence-events,50-59,ge40,40-44,6-8,yes,3,left,left_low,yes
    recurrence-events,30-39,premeno,30-34,0-2,no,2,left,left_up,no
    recurrence-events,30-39,premeno,20-24,0-2,no,3,left,left_up,yes
    recurrence-events,60-69,ge40,20-24,0-2,no,1,right,left_up,no
    recurrence-events,40-49,ge40,30-34,3-5,no,3,left,left_low,no
    recurrence-events,50-59,ge40,30-34,3-5,no,3,left,left_low,no

    **## breast-cancer.arff2.txt**

    % Breast Cancer Dataset (UCI ML Repository)
    % ARFF for WEKA – corrected enums/underscores, no '?' in attribute values

    @RELATION breast_cancer

    @ATTRIBUTE class {no-recurrence-events,recurrence-events}
    @ATTRIBUTE age {10-19,20-29,30-39,40-49,50-59,60-69,70-79,80-89,90-99}
    @ATTRIBUTE menopause {lt40,ge40,premeno}
    @ATTRIBUTE tumor_size {0-4,5-9,10-14,15-19,20-24,25-29,30-34,35-39,40-44,45-49,50-54,55-59}
    @ATTRIBUTE inv_nodes {0-2,3-5,6-8,9-11,12-14,15-17,18-20,21-23,24-26,27-29,30-32,33-35,36-39}
    @ATTRIBUTE node_caps {yes,no}
    @ATTRIBUTE deg_malig {1,2,3}
    @ATTRIBUTE breast {left,right}
    @ATTRIBUTE breast_quad {left_up,right_up,left_low,right_low,central}
    @ATTRIBUTE irradiat {yes,no}

    @DATA
    no-recurrence-events,30-39,premeno,30-34,0-2,no,3,left,left_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,right,right_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,0-4,0-2,no,2,right,right_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,50-54,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,0-4,0-2,no,3,left,central,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,lt40,10-14,0-2,no,1,left,right_up,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,3,left,right_up,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,3,left,left_up,no
    no-recurrence-events,60-69,lt40,30-34,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,premeno,30-34,0-2,no,3,left,left_low,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,3,left,left_low,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,right,right_up,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,30-39,premeno,25-29,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,premeno,40-44,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,35-39,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,20-24,0-2,no,1,left,left_low,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,3,right,left_up,no
    no-recurrence-events,40-49,premeno,40-44,0-2,no,2,right,left_low,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,3,right,left_up,no
    no-recurrence-events,50-59,premeno,15-19,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,premeno,10-14,0-2,no,3,left,left_low,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,1,right,left_up,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,1,left,left_up,no
    no-recurrence-events,30-39,premeno,30-34,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,ge40,0-4,0-2,no,2,left,central,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,1,right,central,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,1,right,left_low,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,5-9,0-2,no,1,left,central,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,ge40,50-54,0-2,no,1,right,right_up,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,left,left_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,1,right,right_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,1,right,left_low,no
    no-recurrence-events,50-59,lt40,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,30-39,premeno,20-24,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,premeno,15-19,0-2,no,1,left,left_low,no
    no-recurrence-events,70-79,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,70-79,ge40,40-44,0-2,no,1,right,left_up,no
    no-recurrence-events,70-79,ge40,40-44,0-2,no,1,right,right_up,no
    no-recurrence-events,50-59,ge40,0-4,0-2,no,1,right,central,no
    no-recurrence-events,50-59,ge40,5-9,0-2,no,2,right,right_up,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,1,left,left_up,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,central,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,1,right,right_low,no
    no-recurrence-events,50-59,ge40,0-4,0-2,no,1,left,left_low,no
    no-recurrence-events,20-29,premeno,35-39,0-2,no,2,right,right_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,1,left,right_low,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,1,right,right_low,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,50-59,ge40,35-39,0-2,no,3,left,left_low,no
    no-recurrence-events,60-69,ge40,50-54,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_up,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,15-19,0-2,no,2,right,right_low,no
    no-recurrence-events,30-39,premeno,5-9,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,2,left,left_low,no
    no-recurrence-events,30-39,premeno,25-29,0-2,no,1,left,central,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,right,central,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,2,right,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,left,left_up,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,2,right,left_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,1,left,right_low,no
    no-recurrence-events,50-59,ge40,35-39,0-2,no,3,left,left_up,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,2,right,left_low,no
    no-recurrence-events,70-79,ge40,0-4,0-2,no,1,left,right_low,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,3,right,left_up,no
    no-recurrence-events,40-49,premeno,40-44,0-2,no,1,right,left_up,no
    no-recurrence-events,30-39,premeno,0-4,0-2,no,2,right,central,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,2,right,left_up,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,50-59,premeno,10-14,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,2,right,right_low,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,2,left,left_up,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,1,left,right_up,no
    no-recurrence-events,30-39,premeno,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,ge40,20-24,0-2,no,3,left,left_low,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,3,right,left_low,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,2,right,right_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,right_low,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,right,left_low,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,left_up,no
    no-recurrence-events,30-39,premeno,40-44,0-2,no,2,right,right_up,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,3,right,right_up,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,1,right,left_up,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,1,right,central,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,35-39,0-2,no,2,right,right_up,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,30-39,premeno,15-19,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,30-39,premeno,10-14,0-2,no,1,right,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,1,left,right_low,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,2,right,right_up,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,3,left,left_up,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,right,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,right,left_low,no
    no-recurrence-events,70-79,ge40,10-14,0-2,no,2,left,central,no
    no-recurrence-events,30-39,premeno,30-34,6-8,yes,2,right,right_up,no
    no-recurrence-events,30-39,premeno,25-29,6-8,yes,2,right,left_up,yes
    no-recurrence-events,50-59,premeno,25-29,0-2,yes,2,left,left_up,no
    no-recurrence-events,40-49,premeno,35-39,9-11,yes,2,right,left_up,yes
    no-recurrence-events,40-49,premeno,35-39,9-11,yes,2,right,right_up,yes
    no-recurrence-events,40-49,premeno,40-44,3-5,yes,3,right,left_up,yes
    no-recurrence-events,40-49,premeno,30-34,6-8,no,2,left,left_up,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,3,left,right_up,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,2,left,left_low,yes
    no-recurrence-events,30-39,premeno,20-24,3-5,no,2,right,central,no
    no-recurrence-events,30-39,premeno,40-44,3-5,no,3,right,right_up,yes
    no-recurrence-events,40-49,premeno,5-9,0-2,no,1,left,left_low,yes
    no-recurrence-events,30-39,premeno,40-44,0-2,no,2,left,left_low,yes
    no-recurrence-events,40-49,premeno,30-34,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,ge40,40-44,3-5,yes,2,left,left_low,no
    no-recurrence-events,50-59,premeno,20-24,3-5,yes,2,left,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,left,left_up,no
    no-recurrence-events,40-49,premeno,45-49,0-2,no,2,left,left_low,yes
    no-recurrence-events,60-69,ge40,45-49,6-8,yes,3,left,central,no
    no-recurrence-events,40-49,premeno,25-29,0-2,?,2,left,right_low,yes
    no-recurrence-events,60-69,ge40,50-54,0-2,no,2,right,left_up,yes
    no-recurrence-events,50-59,premeno,30-34,3-5,yes,2,left,left_low,yes
    no-recurrence-events,30-39,premeno,20-24,0-2,no,3,left,central,no
    no-recurrence-events,50-59,lt40,30-34,0-2,no,3,right,left_up,no
    no-recurrence-events,50-59,ge40,25-29,15-17,yes,3,right,left_up,no
    no-recurrence-events,60-69,ge40,30-34,3-5,yes,3,left,left_low,no
    no-recurrence-events,50-59,ge40,35-39,15-17,no,3,left,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,3,right,left_up,yes
    no-recurrence-events,30-39,lt40,15-19,0-2,no,3,right,left_up,no
    no-recurrence-events,60-69,ge40,40-44,3-5,no,2,right,left_up,yes
    no-recurrence-events,50-59,ge40,25-29,3-5,yes,3,right,left_up,no
    no-recurrence-events,50-59,premeno,30-34,0-2,no,1,left,central,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,right,central,no
    no-recurrence-events,40-49,premeno,35-39,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,3,right,left_up,yes
    no-recurrence-events,40-49,premeno,30-34,3-5,yes,2,right,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,2,right,left_up,yes
    no-recurrence-events,60-69,ge40,25-29,3-5,?,1,right,left_up,yes
    no-recurrence-events,60-69,ge40,25-29,3-5,?,1,right,left_low,yes
    no-recurrence-events,40-49,premeno,20-24,3-5,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,3-5,no,2,right,left_low,no
    no-recurrence-events,40-49,ge40,40-44,15-17,yes,2,right,left_up,yes
    no-recurrence-events,50-59,premeno,10-14,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,ge40,30-34,0-2,no,2,left,left_up,yes
    no-recurrence-events,30-39,premeno,20-24,3-5,yes,2,right,left_up,yes
    no-recurrence-events,30-39,premeno,15-19,0-2,no,1,left,left_low,no
    no-recurrence-events,60-69,ge40,30-34,6-8,yes,2,right,right_up,no
    no-recurrence-events,50-59,ge40,20-24,3-5,yes,2,right,left_up,no
    no-recurrence-events,50-59,premeno,25-29,3-5,yes,2,left,left_low,yes
    no-recurrence-events,40-49,premeno,30-34,0-2,no,2,right,right_up,yes
    no-recurrence-events,40-49,ge40,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,premeno,25-29,3-5,no,2,right,left_up,yes
    no-recurrence-events,40-49,premeno,20-24,0-2,no,3,right,left_low,yes
    no-recurrence-events,40-49,premeno,35-39,0-2,yes,3,right,left_up,yes
    no-recurrence-events,40-49,premeno,35-39,0-2,yes,3,right,left_low,yes
    no-recurrence-events,40-49,premeno,25-29,0-2,no,1,right,left_low,yes
    no-recurrence-events,50-59,ge40,30-34,9-11,?,3,left,left_up,yes
    no-recurrence-events,50-59,ge40,30-34,9-11,?,3,left,left_low,yes
    no-recurrence-events,40-49,premeno,20-24,6-8,no,2,right,left_low,yes
    no-recurrence-events,50-59,ge40,25-29,0-2,no,1,left,right_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,left,left_up,yes
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,right,left_up,no
    no-recurrence-events,50-59,ge40,20-24,0-2,yes,2,right,left_up,no
    no-recurrence-events,40-49,premeno,15-19,12-14,no,3,right,right_low,yes
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,left,left_up,yes
    no-recurrence-events,50-59,ge40,30-34,6-8,yes,2,left,left_low,no
    no-recurrence-events,30-39,premeno,10-14,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,premeno,50-54,0-2,yes,2,right,left_up,yes
    no-recurrence-events,50-59,ge40,35-39,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,10-14,3-5,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,left,left_low,yes
    no-recurrence-events,50-59,ge40,15-19,0-2,yes,2,left,central,yes
    no-recurrence-events,50-59,premeno,25-29,0-2,no,1,left,left_low,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,3,right,left_low,no
    recurrence-events,50-59,premeno,15-19,0-2,no,2,left,left_low,no
    recurrence-events,40-49,premeno,40-44,0-2,no,1,left,left_low,no
    recurrence-events,50-59,ge40,35-39,0-2,no,2,left,left_low,no
    recurrence-events,50-59,premeno,25-29,0-2,no,2,left,right_up,no
    recurrence-events,30-39,premeno,0-4,0-2,no,2,right,central,no
    recurrence-events,50-59,ge40,30-34,0-2,no,3,left,?,no
    recurrence-events,50-59,premeno,25-29,0-2,no,2,left,right_up,no
    recurrence-events,50-59,premeno,30-34,0-2,no,3,left,right_up,no
    recurrence-events,40-49,premeno,35-39,0-2,no,1,right,left_up,no
    recurrence-events,40-49,premeno,20-24,0-2,no,2,left,left_low,no
    recurrence-events,50-59,ge40,20-24,0-2,no,2,right,central,no
    recurrence-events,40-49,premeno,30-34,0-2,no,3,right,right_up,no
    recurrence-events,50-59,premeno,25-29,0-2,no,1,right,left_up,no
    recurrence-events,60-69,ge40,40-44,0-2,no,2,right,left_low,no
    recurrence-events,40-49,ge40,20-24,0-2,no,2,right,left_up,no
    recurrence-events,50-59,ge40,20-24,0-2,no,2,left,left_up,no
    recurrence-events,40-49,premeno,15-19,0-2,no,2,left,left_up,no
    recurrence-events,60-69,ge40,30-34,0-2,no,3,right,central,no
    recurrence-events,30-39,premeno,15-19,0-2,no,1,right,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,3,left,right_up,no
    recurrence-events,30-39,premeno,30-34,0-2,no,1,right,left_up,no
    recurrence-events,60-69,ge40,25-29,0-2,no,3,left,right_low,yes
    recurrence-events,60-69,ge40,20-24,0-2,no,3,right,left_low,no
    recurrence-events,30-39,premeno,25-29,3-5,yes,3,left,left_low,yes
    recurrence-events,40-49,ge40,20-24,3-5,no,3,right,left_low,yes
    recurrence-events,40-49,premeno,30-34,15-17,yes,3,left,left_low,no
    recurrence-events,50-59,premeno,30-34,0-2,no,3,right,left_up,yes
    recurrence-events,60-69,ge40,40-44,3-5,yes,3,right,left_low,no
    recurrence-events,60-69,ge40,45-49,0-2,no,1,right,right_up,yes
    recurrence-events,50-59,premeno,50-54,9-11,yes,2,right,left_up,no
    recurrence-events,40-49,premeno,30-34,3-5,no,2,right,left_up,no
    recurrence-events,30-39,premeno,30-34,3-5,no,3,right,left_up,yes
    recurrence-events,70-79,ge40,15-19,9-11,?,1,left,left_low,yes
    recurrence-events,60-69,ge40,30-34,0-2,no,3,right,left_up,yes
    recurrence-events,50-59,premeno,25-29,3-5,yes,3,left,left_low,yes
    recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_low,no
    recurrence-events,30-39,premeno,35-39,0-2,no,3,left,left_low,no
    recurrence-events,40-49,premeno,20-24,3-5,yes,2,right,right_up,yes
    recurrence-events,60-69,ge40,20-24,3-5,no,2,left,left_low,yes
    recurrence-events,40-49,premeno,15-19,15-17,yes,3,left,left_low,no
    recurrence-events,50-59,ge40,25-29,6-8,no,3,left,left_low,yes
    recurrence-events,50-59,ge40,20-24,3-5,yes,3,right,right_up,no
    recurrence-events,40-49,premeno,30-34,12-14,yes,3,left,left_up,yes
    recurrence-events,30-39,premeno,30-34,9-11,no,2,right,left_up,yes
    recurrence-events,30-39,premeno,15-19,6-8,yes,3,left,left_low,yes
    recurrence-events,50-59,ge40,30-34,9-11,yes,3,left,right_low,yes
    recurrence-events,60-69,ge40,35-39,6-8,yes,3,left,left_low,no
    recurrence-events,30-39,premeno,20-24,3-5,yes,2,left,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,3,left,left_up,no
    recurrence-events,40-49,premeno,50-54,0-2,no,2,right,left_low,yes
    recurrence-events,30-39,premeno,40-44,0-2,no,1,left,left_up,no
    recurrence-events,60-69,ge40,50-54,0-2,no,3,right,left_up,no
    recurrence-events,40-49,premeno,30-34,0-2,yes,3,right,right_up,no
    recurrence-events,40-49,premeno,30-34,6-8,yes,3,right,left_up,no
    recurrence-events,40-49,premeno,30-34,0-2,no,1,left,left_low,yes
    recurrence-events,40-49,premeno,20-24,3-5,yes,2,left,left_low,yes
    recurrence-events,50-59,ge40,30-34,6-8,yes,2,left,right_low,yes
    recurrence-events,50-59,ge40,30-34,3-5,no,3,right,left_up,no
    recurrence-events,60-69,ge40,25-29,3-5,no,2,right,right_up,no
    recurrence-events,40-49,ge40,25-29,12-14,yes,3,left,right_low,yes
    recurrence-events,60-69,ge40,25-29,0-2,no,3,left,left_up,no
    recurrence-events,50-59,lt40,20-24,0-2,?,1,left,left_up,no
    recurrence-events,50-59,lt40,20-24,0-2,?,1,left,left_low,no
    recurrence-events,30-39,premeno,35-39,9-11,yes,3,left,left_low,no
    recurrence-events,40-49,premeno,30-34,3-5,yes,2,left,right_up,no
    recurrence-events,60-69,ge40,20-24,24-26,yes,3,left,left_low,yes
    recurrence-events,30-39,premeno,35-39,0-2,no,3,left,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,2,left,left_low,yes
    recurrence-events,50-59,ge40,30-34,6-8,yes,3,left,right_low,no
    recurrence-events,50-59,premeno,25-29,0-2,no,3,right,left_low,yes
    recurrence-events,40-49,premeno,15-19,0-2,yes,3,right,left_up,no
    recurrence-events,60-69,ge40,30-34,0-2,yes,2,right,right_up,yes
    recurrence-events,60-69,ge40,30-34,3-5,yes,2,left,central,yes
    recurrence-events,40-49,premeno,25-29,9-11,yes,3,right,left_up,no
    recurrence-events,30-39,premeno,25-29,6-8,yes,3,left,right_low,yes
    recurrence-events,60-69,ge40,10-14,6-8,yes,3,left,left_up,yes
    recurrence-events,50-59,premeno,35-39,15-17,yes,3,right,right_up,no
    recurrence-events,50-59,ge40,40-44,6-8,yes,3,left,left_low,yes
    recurrence-events,50-59,ge40,40-44,6-8,yes,3,left,left_low,yes
    recurrence-events,30-39,premeno,30-34,0-2,no,2,left,left_up,no
    recurrence-events,30-39,premeno,20-24,0-2,no,3,left,left_up,yes
    recurrence-events,60-69,ge40,20-24,0-2,no,1,right,left_up,no
    recurrence-events,40-49,ge40,30-34,3-5,no,3,left,left_low,no
    recurrence-events,50-59,ge40,30-34,3-5,no,3,left,left_low,no

    **## GroupprojectIntroandbackground.docx**

    **2. Project Objectives**

    The main goal of this project is to provide
    **hands-on research experience** in machine learning. Students will:

    · Identify and define a research-worthy problem.

    · Explore existing machine learning approaches.

    · Develop, implement, and test their own solution.

    · Critically evaluate their work in comparison with related methods.

    **3. Project Topic Selection**

    · Topics should be
    **relevant to machine learning** in a domain that all group members agree on.

    · Each group must submit a
    **1-page project proposal**(12-point font, single spacing, 1-inch margins) that includes:

    · Problem statement

    · Dataset(s) selection

    · Plan and methodology

    **4. Data and Tools**

    · Students may use
    **publicly available datasets** (e.g., from Kaggle, UCI ML Repository, etc).

    · Recommended tools include
    **WEKA, Jupyter Notebook, PyTorch, Scikit-learn, etc.**

    · Data preprocessing, cleaning, and feature engineering must be documented.

    **5. Project Deliverables**

    1.
    **Proposal:** Problem definition, dataset selection, and plan.

    2.
    **Final Report (4-5 pages including references using** [**IEEE paper template**](https://www.ieee.org/conferences/publishing/templates) **):**

    · Introduction & background

    · Related work (literature review)

    · Methodology & algorithms used (at least 5 different machine learning techniques need to be utilized)

    · Experimental setup (datasets, evaluation metrics)

    · Results and analysis (comparisons, graphs, tables)

    · Conclusion and future work

    3.
    **Presentation/Demo:** 10–15 minutes per group.

    **NOTE: Do not include WEKA screenshot results of your experiments in the report. Instead, summarize your findings in text and use tables, charts, or written explanations to clearly present your results.**

    **NOTE: A 15% penalty will be applied to your grade if your paper is not formatted using the official IEEE paper template. Please make sure to carefully follow the template guidelines for structure, formatting, and references before submission**

    **## Groupprojectproposal.docx**

    2

    **Predicting Breast Cancer Recurrence Using Machine Learning**

    **Problem Statement**

    Breast cancer is one of the most common cancers affecting women worldwide. Early detection is critical in improving patient outcomes. Structured datasets provide an opportunity to apply machine learning techniques to predict the likelihood of cancer recurrence or non-recurrence. The research problem is to determine if machine learning models can improve prediction accuracy and support early diagnosis and treatment planning.

    **Dataset Selection**

    [https://archive.ics.uci.edu/dataset/14/breast+cancer](https://archive.ics.uci.edu/dataset/14/breast+cancer)

    We chose the breast cancer dataset from the UCI Machine Learning Repository. The dataset includes 286 instances with 9 attributes describing patient medical features. The target variable distinguishes between recurrence and no recurrence.

    **Plan and Methodology**

    We will use WEKA machine learning software to carry out the following steps:

    1. Data Analysis and Preprocessing

    a. Explore dataset characteristics and distributions

    b. Encode categorical variables and check for missing values

    2. Model Development

    a. Establish a performance baseline using multiple algorithms:

    i. Logistic Regression

    ii. Decision Trees (J48)

    iii. Random Forests

    iv. Naïve Bayes

    v. K-Nearest Neighbors (IBk)

    3. Model Assessment

    a. Evaluate models using 10-fold cross validation to ensure generalization

    b. Compare model performance using metrics such as accuracy, precision, recall, F1-score, and ROC-AUC

    4. Feature Selection

    a. Assess the impact of feature selection methods on performance

    b. Evaluate if dimensionality reduction methods lead to stronger model performance

    5. Critical evaluation

    a. Provide a comparative analysis of algorithms

    b. Discuss trade-offs, strengths, and weaknesses of each approach

    c. Reflect on how these findings might apply in real-world clinical decision making

    **## breast-cancer.arff2.txt**

    % Breast Cancer Dataset (UCI ML Repository)
    % ARFF for WEKA – corrected enums/underscores, no '?' in attribute values

    @RELATION breast_cancer

    @ATTRIBUTE class {no-recurrence-events,recurrence-events}
    @ATTRIBUTE age {10-19,20-29,30-39,40-49,50-59,60-69,70-79,80-89,90-99}
    @ATTRIBUTE menopause {lt40,ge40,premeno}
    @ATTRIBUTE tumor_size {0-4,5-9,10-14,15-19,20-24,25-29,30-34,35-39,40-44,45-49,50-54,55-59}
    @ATTRIBUTE inv_nodes {0-2,3-5,6-8,9-11,12-14,15-17,18-20,21-23,24-26,27-29,30-32,33-35,36-39}
    @ATTRIBUTE node_caps {yes,no}
    @ATTRIBUTE deg_malig {1,2,3}
    @ATTRIBUTE breast {left,right}
    @ATTRIBUTE breast_quad {left_up,right_up,left_low,right_low,central}
    @ATTRIBUTE irradiat {yes,no}

    @DATA
    no-recurrence-events,30-39,premeno,30-34,0-2,no,3,left,left_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,right,right_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,0-4,0-2,no,2,right,right_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,50-54,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,0-4,0-2,no,3,left,central,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,lt40,10-14,0-2,no,1,left,right_up,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,3,left,right_up,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,3,left,left_up,no
    no-recurrence-events,60-69,lt40,30-34,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,premeno,30-34,0-2,no,3,left,left_low,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,3,left,left_low,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,right,right_up,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,30-39,premeno,25-29,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,premeno,40-44,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,35-39,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,20-24,0-2,no,1,left,left_low,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,3,right,left_up,no
    no-recurrence-events,40-49,premeno,40-44,0-2,no,2,right,left_low,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,3,right,left_up,no
    no-recurrence-events,50-59,premeno,15-19,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,premeno,10-14,0-2,no,3,left,left_low,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,1,right,left_up,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,1,left,left_up,no
    no-recurrence-events,30-39,premeno,30-34,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,ge40,0-4,0-2,no,2,left,central,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,1,right,central,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,1,right,left_low,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,5-9,0-2,no,1,left,central,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,ge40,50-54,0-2,no,1,right,right_up,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,left,left_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,1,right,right_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,1,right,left_low,no
    no-recurrence-events,50-59,lt40,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,30-39,premeno,20-24,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,premeno,15-19,0-2,no,1,left,left_low,no
    no-recurrence-events,70-79,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,70-79,ge40,40-44,0-2,no,1,right,left_up,no
    no-recurrence-events,70-79,ge40,40-44,0-2,no,1,right,right_up,no
    no-recurrence-events,50-59,ge40,0-4,0-2,no,1,right,central,no
    no-recurrence-events,50-59,ge40,5-9,0-2,no,2,right,right_up,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,1,left,left_up,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,central,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,1,right,right_low,no
    no-recurrence-events,50-59,ge40,0-4,0-2,no,1,left,left_low,no
    no-recurrence-events,20-29,premeno,35-39,0-2,no,2,right,right_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,1,left,right_low,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,1,right,right_low,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,50-59,ge40,35-39,0-2,no,3,left,left_low,no
    no-recurrence-events,60-69,ge40,50-54,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_up,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,15-19,0-2,no,2,right,right_low,no
    no-recurrence-events,30-39,premeno,5-9,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,2,left,left_low,no
    no-recurrence-events,30-39,premeno,25-29,0-2,no,1,left,central,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,right,central,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,2,right,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,left,left_up,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,2,right,left_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,1,left,right_low,no
    no-recurrence-events,50-59,ge40,35-39,0-2,no,3,left,left_up,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,2,right,left_low,no
    no-recurrence-events,70-79,ge40,0-4,0-2,no,1,left,right_low,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,3,right,left_up,no
    no-recurrence-events,40-49,premeno,40-44,0-2,no,1,right,left_up,no
    no-recurrence-events,30-39,premeno,0-4,0-2,no,2,right,central,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,2,right,left_up,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,50-59,premeno,10-14,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,2,right,right_low,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,2,left,left_up,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,1,left,right_up,no
    no-recurrence-events,30-39,premeno,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,ge40,20-24,0-2,no,3,left,left_low,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,3,right,left_low,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,2,right,right_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,right_low,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,right,left_low,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,left_up,no
    no-recurrence-events,30-39,premeno,40-44,0-2,no,2,right,right_up,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,3,right,right_up,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,1,right,left_up,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,1,right,central,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,35-39,0-2,no,2,right,right_up,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,30-39,premeno,15-19,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,30-39,premeno,10-14,0-2,no,1,right,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,1,left,right_low,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,2,right,right_up,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,3,left,left_up,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,right,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,right,left_low,no
    no-recurrence-events,70-79,ge40,10-14,0-2,no,2,left,central,no
    no-recurrence-events,30-39,premeno,30-34,6-8,yes,2,right,right_up,no
    no-recurrence-events,30-39,premeno,25-29,6-8,yes,2,right,left_up,yes
    no-recurrence-events,50-59,premeno,25-29,0-2,yes,2,left,left_up,no
    no-recurrence-events,40-49,premeno,35-39,9-11,yes,2,right,left_up,yes
    no-recurrence-events,40-49,premeno,35-39,9-11,yes,2,right,right_up,yes
    no-recurrence-events,40-49,premeno,40-44,3-5,yes,3,right,left_up,yes
    no-recurrence-events,40-49,premeno,30-34,6-8,no,2,left,left_up,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,3,left,right_up,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,2,left,left_low,yes
    no-recurrence-events,30-39,premeno,20-24,3-5,no,2,right,central,no
    no-recurrence-events,30-39,premeno,40-44,3-5,no,3,right,right_up,yes
    no-recurrence-events,40-49,premeno,5-9,0-2,no,1,left,left_low,yes
    no-recurrence-events,30-39,premeno,40-44,0-2,no,2,left,left_low,yes
    no-recurrence-events,40-49,premeno,30-34,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,ge40,40-44,3-5,yes,2,left,left_low,no
    no-recurrence-events,50-59,premeno,20-24,3-5,yes,2,left,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,left,left_up,no
    no-recurrence-events,40-49,premeno,45-49,0-2,no,2,left,left_low,yes
    no-recurrence-events,60-69,ge40,45-49,6-8,yes,3,left,central,no
    no-recurrence-events,40-49,premeno,25-29,0-2,?,2,left,right_low,yes
    no-recurrence-events,60-69,ge40,50-54,0-2,no,2,right,left_up,yes
    no-recurrence-events,50-59,premeno,30-34,3-5,yes,2,left,left_low,yes
    no-recurrence-events,30-39,premeno,20-24,0-2,no,3,left,central,no
    no-recurrence-events,50-59,lt40,30-34,0-2,no,3,right,left_up,no
    no-recurrence-events,50-59,ge40,25-29,15-17,yes,3,right,left_up,no
    no-recurrence-events,60-69,ge40,30-34,3-5,yes,3,left,left_low,no
    no-recurrence-events,50-59,ge40,35-39,15-17,no,3,left,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,3,right,left_up,yes
    no-recurrence-events,30-39,lt40,15-19,0-2,no,3,right,left_up,no
    no-recurrence-events,60-69,ge40,40-44,3-5,no,2,right,left_up,yes
    no-recurrence-events,50-59,ge40,25-29,3-5,yes,3,right,left_up,no
    no-recurrence-events,50-59,premeno,30-34,0-2,no,1,left,central,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,right,central,no
    no-recurrence-events,40-49,premeno,35-39,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,3,right,left_up,yes
    no-recurrence-events,40-49,premeno,30-34,3-5,yes,2,right,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,2,right,left_up,yes
    no-recurrence-events,60-69,ge40,25-29,3-5,?,1,right,left_up,yes
    no-recurrence-events,60-69,ge40,25-29,3-5,?,1,right,left_low,yes
    no-recurrence-events,40-49,premeno,20-24,3-5,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,3-5,no,2,right,left_low,no
    no-recurrence-events,40-49,ge40,40-44,15-17,yes,2,right,left_up,yes
    no-recurrence-events,50-59,premeno,10-14,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,ge40,30-34,0-2,no,2,left,left_up,yes
    no-recurrence-events,30-39,premeno,20-24,3-5,yes,2,right,left_up,yes
    no-recurrence-events,30-39,premeno,15-19,0-2,no,1,left,left_low,no
    no-recurrence-events,60-69,ge40,30-34,6-8,yes,2,right,right_up,no
    no-recurrence-events,50-59,ge40,20-24,3-5,yes,2,right,left_up,no
    no-recurrence-events,50-59,premeno,25-29,3-5,yes,2,left,left_low,yes
    no-recurrence-events,40-49,premeno,30-34,0-2,no,2,right,right_up,yes
    no-recurrence-events,40-49,ge40,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,premeno,25-29,3-5,no,2,right,left_up,yes
    no-recurrence-events,40-49,premeno,20-24,0-2,no,3,right,left_low,yes
    no-recurrence-events,40-49,premeno,35-39,0-2,yes,3,right,left_up,yes
    no-recurrence-events,40-49,premeno,35-39,0-2,yes,3,right,left_low,yes
    no-recurrence-events,40-49,premeno,25-29,0-2,no,1,right,left_low,yes
    no-recurrence-events,50-59,ge40,30-34,9-11,?,3,left,left_up,yes
    no-recurrence-events,50-59,ge40,30-34,9-11,?,3,left,left_low,yes
    no-recurrence-events,40-49,premeno,20-24,6-8,no,2,right,left_low,yes
    no-recurrence-events,50-59,ge40,25-29,0-2,no,1,left,right_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,left,left_up,yes
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,right,left_up,no
    no-recurrence-events,50-59,ge40,20-24,0-2,yes,2,right,left_up,no
    no-recurrence-events,40-49,premeno,15-19,12-14,no,3,right,right_low,yes
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,left,left_up,yes
    no-recurrence-events,50-59,ge40,30-34,6-8,yes,2,left,left_low,no
    no-recurrence-events,30-39,premeno,10-14,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,premeno,50-54,0-2,yes,2,right,left_up,yes
    no-recurrence-events,50-59,ge40,35-39,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,10-14,3-5,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,left,left_low,yes
    no-recurrence-events,50-59,ge40,15-19,0-2,yes,2,left,central,yes
    no-recurrence-events,50-59,premeno,25-29,0-2,no,1,left,left_low,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,3,right,left_low,no
    recurrence-events,50-59,premeno,15-19,0-2,no,2,left,left_low,no
    recurrence-events,40-49,premeno,40-44,0-2,no,1,left,left_low,no
    recurrence-events,50-59,ge40,35-39,0-2,no,2,left,left_low,no
    recurrence-events,50-59,premeno,25-29,0-2,no,2,left,right_up,no
    recurrence-events,30-39,premeno,0-4,0-2,no,2,right,central,no
    recurrence-events,50-59,ge40,30-34,0-2,no,3,left,?,no
    recurrence-events,50-59,premeno,25-29,0-2,no,2,left,right_up,no
    recurrence-events,50-59,premeno,30-34,0-2,no,3,left,right_up,no
    recurrence-events,40-49,premeno,35-39,0-2,no,1,right,left_up,no
    recurrence-events,40-49,premeno,20-24,0-2,no,2,left,left_low,no
    recurrence-events,50-59,ge40,20-24,0-2,no,2,right,central,no
    recurrence-events,40-49,premeno,30-34,0-2,no,3,right,right_up,no
    recurrence-events,50-59,premeno,25-29,0-2,no,1,right,left_up,no
    recurrence-events,60-69,ge40,40-44,0-2,no,2,right,left_low,no
    recurrence-events,40-49,ge40,20-24,0-2,no,2,right,left_up,no
    recurrence-events,50-59,ge40,20-24,0-2,no,2,left,left_up,no
    recurrence-events,40-49,premeno,15-19,0-2,no,2,left,left_up,no
    recurrence-events,60-69,ge40,30-34,0-2,no,3,right,central,no
    recurrence-events,30-39,premeno,15-19,0-2,no,1,right,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,3,left,right_up,no
    recurrence-events,30-39,premeno,30-34,0-2,no,1,right,left_up,no
    recurrence-events,60-69,ge40,25-29,0-2,no,3,left,right_low,yes
    recurrence-events,60-69,ge40,20-24,0-2,no,3,right,left_low,no
    recurrence-events,30-39,premeno,25-29,3-5,yes,3,left,left_low,yes
    recurrence-events,40-49,ge40,20-24,3-5,no,3,right,left_low,yes
    recurrence-events,40-49,premeno,30-34,15-17,yes,3,left,left_low,no
    recurrence-events,50-59,premeno,30-34,0-2,no,3,right,left_up,yes
    recurrence-events,60-69,ge40,40-44,3-5,yes,3,right,left_low,no
    recurrence-events,60-69,ge40,45-49,0-2,no,1,right,right_up,yes
    recurrence-events,50-59,premeno,50-54,9-11,yes,2,right,left_up,no
    recurrence-events,40-49,premeno,30-34,3-5,no,2,right,left_up,no
    recurrence-events,30-39,premeno,30-34,3-5,no,3,right,left_up,yes
    recurrence-events,70-79,ge40,15-19,9-11,?,1,left,left_low,yes
    recurrence-events,60-69,ge40,30-34,0-2,no,3,right,left_up,yes
    recurrence-events,50-59,premeno,25-29,3-5,yes,3,left,left_low,yes
    recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_low,no
    recurrence-events,30-39,premeno,35-39,0-2,no,3,left,left_low,no
    recurrence-events,40-49,premeno,20-24,3-5,yes,2,right,right_up,yes
    recurrence-events,60-69,ge40,20-24,3-5,no,2,left,left_low,yes
    recurrence-events,40-49,premeno,15-19,15-17,yes,3,left,left_low,no
    recurrence-events,50-59,ge40,25-29,6-8,no,3,left,left_low,yes
    recurrence-events,50-59,ge40,20-24,3-5,yes,3,right,right_up,no
    recurrence-events,40-49,premeno,30-34,12-14,yes,3,left,left_up,yes
    recurrence-events,30-39,premeno,30-34,9-11,no,2,right,left_up,yes
    recurrence-events,30-39,premeno,15-19,6-8,yes,3,left,left_low,yes
    recurrence-events,50-59,ge40,30-34,9-11,yes,3,left,right_low,yes
    recurrence-events,60-69,ge40,35-39,6-8,yes,3,left,left_low,no
    recurrence-events,30-39,premeno,20-24,3-5,yes,2,left,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,3,left,left_up,no
    recurrence-events,40-49,premeno,50-54,0-2,no,2,right,left_low,yes
    recurrence-events,30-39,premeno,40-44,0-2,no,1,left,left_up,no
    recurrence-events,60-69,ge40,50-54,0-2,no,3,right,left_up,no
    recurrence-events,40-49,premeno,30-34,0-2,yes,3,right,right_up,no
    recurrence-events,40-49,premeno,30-34,6-8,yes,3,right,left_up,no
    recurrence-events,40-49,premeno,30-34,0-2,no,1,left,left_low,yes
    recurrence-events,40-49,premeno,20-24,3-5,yes,2,left,left_low,yes
    recurrence-events,50-59,ge40,30-34,6-8,yes,2,left,right_low,yes
    recurrence-events,50-59,ge40,30-34,3-5,no,3,right,left_up,no
    recurrence-events,60-69,ge40,25-29,3-5,no,2,right,right_up,no
    recurrence-events,40-49,ge40,25-29,12-14,yes,3,left,right_low,yes
    recurrence-events,60-69,ge40,25-29,0-2,no,3,left,left_up,no
    recurrence-events,50-59,lt40,20-24,0-2,?,1,left,left_up,no
    recurrence-events,50-59,lt40,20-24,0-2,?,1,left,left_low,no
    recurrence-events,30-39,premeno,35-39,9-11,yes,3,left,left_low,no
    recurrence-events,40-49,premeno,30-34,3-5,yes,2,left,right_up,no
    recurrence-events,60-69,ge40,20-24,24-26,yes,3,left,left_low,yes
    recurrence-events,30-39,premeno,35-39,0-2,no,3,left,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,2,left,left_low,yes
    recurrence-events,50-59,ge40,30-34,6-8,yes,3,left,right_low,no
    recurrence-events,50-59,premeno,25-29,0-2,no,3,right,left_low,yes
    recurrence-events,40-49,premeno,15-19,0-2,yes,3,right,left_up,no
    recurrence-events,60-69,ge40,30-34,0-2,yes,2,right,right_up,yes
    recurrence-events,60-69,ge40,30-34,3-5,yes,2,left,central,yes
    recurrence-events,40-49,premeno,25-29,9-11,yes,3,right,left_up,no
    recurrence-events,30-39,premeno,25-29,6-8,yes,3,left,right_low,yes
    recurrence-events,60-69,ge40,10-14,6-8,yes,3,left,left_up,yes
    recurrence-events,50-59,premeno,35-39,15-17,yes,3,right,right_up,no
    recurrence-events,50-59,ge40,40-44,6-8,yes,3,left,left_low,yes
    recurrence-events,50-59,ge40,40-44,6-8,yes,3,left,left_low,yes
    recurrence-events,30-39,premeno,30-34,0-2,no,2,left,left_up,no
    recurrence-events,30-39,premeno,20-24,0-2,no,3,left,left_up,yes
    recurrence-events,60-69,ge40,20-24,0-2,no,1,right,left_up,no
    recurrence-events,40-49,ge40,30-34,3-5,no,3,left,left_low,no
    recurrence-events,50-59,ge40,30-34,3-5,no,3,left,left_low,no

    **## GroupprojectIntroandbackground.docx**

    **2. Project Objectives**

    The main goal of this project is to provide
    **hands-on research experience** in machine learning. Students will:

    · Identify and define a research-worthy problem.

    · Explore existing machine learning approaches.

    · Develop, implement, and test their own solution.

    · Critically evaluate their work in comparison with related methods.

    **3. Project Topic Selection**

    · Topics should be
    **relevant to machine learning** in a domain that all group members agree on.

    · Each group must submit a
    **1-page project proposal**(12-point font, single spacing, 1-inch margins) that includes:

    · Problem statement

    · Dataset(s) selection

    · Plan and methodology

    **4. Data and Tools**

    · Students may use
    **publicly available datasets** (e.g., from Kaggle, UCI ML Repository, etc).

    · Recommended tools include
    **WEKA, Jupyter Notebook, PyTorch, Scikit-learn, etc.**

    · Data preprocessing, cleaning, and feature engineering must be documented.

    **5. Project Deliverables**

    1.
    **Proposal:** Problem definition, dataset selection, and plan.

    2.
    **Final Report (4-5 pages including references using** [**IEEE paper template**](https://www.ieee.org/conferences/publishing/templates) **):**

    · Introduction & background

    · Related work (literature review)

    · Methodology & algorithms used (at least 5 different machine learning techniques need to be utilized)

    · Experimental setup (datasets, evaluation metrics)

    · Results and analysis (comparisons, graphs, tables)

    · Conclusion and future work

    3.
    **Presentation/Demo:** 10–15 minutes per group.

    **NOTE: Do not include WEKA screenshot results of your experiments in the report. Instead, summarize your findings in text and use tables, charts, or written explanations to clearly present your results.**

    **NOTE: A 15% penalty will be applied to your grade if your paper is not formatted using the official IEEE paper template. Please make sure to carefully follow the template guidelines for structure, formatting, and references before submission**

    **## Groupprojectproposal.docx**

    2

    **Predicting Breast Cancer Recurrence Using Machine Learning**

    **Problem Statement**

    Breast cancer is one of the most common cancers affecting women worldwide. Early detection is critical in improving patient outcomes. Structured datasets provide an opportunity to apply machine learning techniques to predict the likelihood of cancer recurrence or non-recurrence. The research problem is to determine if machine learning models can improve prediction accuracy and support early diagnosis and treatment planning.

    **Dataset Selection**

    [https://archive.ics.uci.edu/dataset/14/breast+cancer](https://archive.ics.uci.edu/dataset/14/breast+cancer)

    We chose the breast cancer dataset from the UCI Machine Learning Repository. The dataset includes 286 instances with 9 attributes describing patient medical features. The target variable distinguishes between recurrence and no recurrence.

    **Plan and Methodology**

    We will use WEKA machine learning software to carry out the following steps:

    1. Data Analysis and Preprocessing

    a. Explore dataset characteristics and distributions

    b. Encode categorical variables and check for missing values

    2. Model Development

    a. Establish a performance baseline using multiple algorithms:

    i. Logistic Regression

    ii. Decision Trees (J48)

    iii. Random Forests

    iv. Naïve Bayes

    v. K-Nearest Neighbors (IBk)

    3. Model Assessment

    a. Evaluate models using 10-fold cross validation to ensure generalization

    b. Compare model performance using metrics such as accuracy, precision, recall, F1-score, and ROC-AUC

    4. Feature Selection

    a. Assess the impact of feature selection methods on performance

    b. Evaluate if dimensionality reduction methods lead to stronger model performance

    5. Critical evaluation

    a. Provide a comparative analysis of algorithms

    b. Discuss trade-offs, strengths, and weaknesses of each approach

    c. Reflect on how these findings might apply in real-world clinical decision making

    **## breast-cancer.arff2.txt**

    % Breast Cancer Dataset (UCI ML Repository)
    % ARFF for WEKA – corrected enums/underscores, no '?' in attribute values

    @RELATION breast_cancer

    @ATTRIBUTE class {no-recurrence-events,recurrence-events}
    @ATTRIBUTE age {10-19,20-29,30-39,40-49,50-59,60-69,70-79,80-89,90-99}
    @ATTRIBUTE menopause {lt40,ge40,premeno}
    @ATTRIBUTE tumor_size {0-4,5-9,10-14,15-19,20-24,25-29,30-34,35-39,40-44,45-49,50-54,55-59}
    @ATTRIBUTE inv_nodes {0-2,3-5,6-8,9-11,12-14,15-17,18-20,21-23,24-26,27-29,30-32,33-35,36-39}
    @ATTRIBUTE node_caps {yes,no}
    @ATTRIBUTE deg_malig {1,2,3}
    @ATTRIBUTE breast {left,right}
    @ATTRIBUTE breast_quad {left_up,right_up,left_low,right_low,central}
    @ATTRIBUTE irradiat {yes,no}

    @DATA
    no-recurrence-events,30-39,premeno,30-34,0-2,no,3,left,left_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,right,right_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,0-4,0-2,no,2,right,right_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,50-54,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,0-4,0-2,no,3,left,central,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,lt40,10-14,0-2,no,1,left,right_up,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,3,left,right_up,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,3,left,left_up,no
    no-recurrence-events,60-69,lt40,30-34,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,premeno,30-34,0-2,no,3,left,left_low,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,3,left,left_low,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,right,right_up,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,30-39,premeno,25-29,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,premeno,40-44,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,35-39,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,20-24,0-2,no,1,left,left_low,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,3,right,left_up,no
    no-recurrence-events,40-49,premeno,40-44,0-2,no,2,right,left_low,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,3,right,left_up,no
    no-recurrence-events,50-59,premeno,15-19,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,premeno,10-14,0-2,no,3,left,left_low,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,1,right,left_up,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,1,left,left_up,no
    no-recurrence-events,30-39,premeno,30-34,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,ge40,0-4,0-2,no,2,left,central,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,1,right,central,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,1,right,left_low,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,5-9,0-2,no,1,left,central,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,ge40,50-54,0-2,no,1,right,right_up,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,left,left_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,1,right,right_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,1,right,left_low,no
    no-recurrence-events,50-59,lt40,15-19,0-2,no,2,left,left_low,no
    no-recurrence-events,30-39,premeno,20-24,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,premeno,15-19,0-2,no,1,left,left_low,no
    no-recurrence-events,70-79,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,70-79,ge40,40-44,0-2,no,1,right,left_up,no
    no-recurrence-events,70-79,ge40,40-44,0-2,no,1,right,right_up,no
    no-recurrence-events,50-59,ge40,0-4,0-2,no,1,right,central,no
    no-recurrence-events,50-59,ge40,5-9,0-2,no,2,right,right_up,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,1,left,left_up,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,central,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,1,right,right_low,no
    no-recurrence-events,50-59,ge40,0-4,0-2,no,1,left,left_low,no
    no-recurrence-events,20-29,premeno,35-39,0-2,no,2,right,right_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,1,left,right_low,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,1,right,right_low,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,50-59,ge40,35-39,0-2,no,3,left,left_low,no
    no-recurrence-events,60-69,ge40,50-54,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_up,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,15-19,0-2,no,2,right,right_low,no
    no-recurrence-events,30-39,premeno,5-9,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,2,left,left_low,no
    no-recurrence-events,30-39,premeno,25-29,0-2,no,1,left,central,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,right,central,no
    no-recurrence-events,50-59,ge40,10-14,0-2,no,2,right,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,left,left_up,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,right,left_low,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,2,right,left_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,1,left,right_low,no
    no-recurrence-events,50-59,ge40,35-39,0-2,no,3,left,left_up,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,2,right,left_low,no
    no-recurrence-events,70-79,ge40,0-4,0-2,no,1,left,right_low,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,3,right,left_up,no
    no-recurrence-events,40-49,premeno,40-44,0-2,no,1,right,left_up,no
    no-recurrence-events,30-39,premeno,0-4,0-2,no,2,right,central,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,2,right,left_up,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,50-59,premeno,10-14,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,2,right,right_low,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,2,left,left_up,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,1,left,right_up,no
    no-recurrence-events,30-39,premeno,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,40-49,ge40,20-24,0-2,no,3,left,left_low,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,3,right,left_low,no
    no-recurrence-events,50-59,premeno,25-29,0-2,no,2,right,right_low,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,right_low,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,right,left_low,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,left,left_up,no
    no-recurrence-events,30-39,premeno,40-44,0-2,no,2,right,right_up,no
    no-recurrence-events,40-49,premeno,30-34,0-2,no,3,right,right_up,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,1,right,left_up,no
    no-recurrence-events,50-59,ge40,25-29,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,1,right,central,no
    no-recurrence-events,40-49,premeno,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,35-39,0-2,no,2,right,right_up,no
    no-recurrence-events,50-59,ge40,20-24,0-2,no,2,right,left_up,no
    no-recurrence-events,30-39,premeno,15-19,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,ge40,20-24,0-2,no,3,left,left_up,no
    no-recurrence-events,30-39,premeno,10-14,0-2,no,1,right,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,1,left,right_low,no
    no-recurrence-events,60-69,ge40,20-24,0-2,no,1,left,left_low,no
    no-recurrence-events,50-59,ge40,15-19,0-2,no,2,right,right_up,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,3,left,left_up,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,right,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,right,left_low,no
    no-recurrence-events,70-79,ge40,10-14,0-2,no,2,left,central,no
    no-recurrence-events,30-39,premeno,30-34,6-8,yes,2,right,right_up,no
    no-recurrence-events,30-39,premeno,25-29,6-8,yes,2,right,left_up,yes
    no-recurrence-events,50-59,premeno,25-29,0-2,yes,2,left,left_up,no
    no-recurrence-events,40-49,premeno,35-39,9-11,yes,2,right,left_up,yes
    no-recurrence-events,40-49,premeno,35-39,9-11,yes,2,right,right_up,yes
    no-recurrence-events,40-49,premeno,40-44,3-5,yes,3,right,left_up,yes
    no-recurrence-events,40-49,premeno,30-34,6-8,no,2,left,left_up,no
    no-recurrence-events,50-59,ge40,40-44,0-2,no,3,left,right_up,no
    no-recurrence-events,60-69,ge40,30-34,0-2,no,2,left,left_low,yes
    no-recurrence-events,30-39,premeno,20-24,3-5,no,2,right,central,no
    no-recurrence-events,30-39,premeno,40-44,3-5,no,3,right,right_up,yes
    no-recurrence-events,40-49,premeno,5-9,0-2,no,1,left,left_low,yes
    no-recurrence-events,30-39,premeno,40-44,0-2,no,2,left,left_low,yes
    no-recurrence-events,40-49,premeno,30-34,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,ge40,40-44,3-5,yes,2,left,left_low,no
    no-recurrence-events,50-59,premeno,20-24,3-5,yes,2,left,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,1,left,left_up,no
    no-recurrence-events,40-49,premeno,45-49,0-2,no,2,left,left_low,yes
    no-recurrence-events,60-69,ge40,45-49,6-8,yes,3,left,central,no
    no-recurrence-events,40-49,premeno,25-29,0-2,?,2,left,right_low,yes
    no-recurrence-events,60-69,ge40,50-54,0-2,no,2,right,left_up,yes
    no-recurrence-events,50-59,premeno,30-34,3-5,yes,2,left,left_low,yes
    no-recurrence-events,30-39,premeno,20-24,0-2,no,3,left,central,no
    no-recurrence-events,50-59,lt40,30-34,0-2,no,3,right,left_up,no
    no-recurrence-events,50-59,ge40,25-29,15-17,yes,3,right,left_up,no
    no-recurrence-events,60-69,ge40,30-34,3-5,yes,3,left,left_low,no
    no-recurrence-events,50-59,ge40,35-39,15-17,no,3,left,left_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,3,right,left_up,yes
    no-recurrence-events,30-39,lt40,15-19,0-2,no,3,right,left_up,no
    no-recurrence-events,60-69,ge40,40-44,3-5,no,2,right,left_up,yes
    no-recurrence-events,50-59,ge40,25-29,3-5,yes,3,right,left_up,no
    no-recurrence-events,50-59,premeno,30-34,0-2,no,1,left,central,no
    no-recurrence-events,50-59,ge40,30-34,0-2,no,1,right,central,no
    no-recurrence-events,40-49,premeno,35-39,0-2,no,1,left,left_low,no
    no-recurrence-events,40-49,premeno,25-29,0-2,no,3,right,left_up,yes
    no-recurrence-events,40-49,premeno,30-34,3-5,yes,2,right,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,2,right,left_up,yes
    no-recurrence-events,60-69,ge40,25-29,3-5,?,1,right,left_up,yes
    no-recurrence-events,60-69,ge40,25-29,3-5,?,1,right,left_low,yes
    no-recurrence-events,40-49,premeno,20-24,3-5,no,2,right,left_up,no
    no-recurrence-events,40-49,premeno,20-24,3-5,no,2,right,left_low,no
    no-recurrence-events,40-49,ge40,40-44,15-17,yes,2,right,left_up,yes
    no-recurrence-events,50-59,premeno,10-14,0-2,no,2,right,left_up,no
    no-recurrence-events,40-49,ge40,30-34,0-2,no,2,left,left_up,yes
    no-recurrence-events,30-39,premeno,20-24,3-5,yes,2,right,left_up,yes
    no-recurrence-events,30-39,premeno,15-19,0-2,no,1,left,left_low,no
    no-recurrence-events,60-69,ge40,30-34,6-8,yes,2,right,right_up,no
    no-recurrence-events,50-59,ge40,20-24,3-5,yes,2,right,left_up,no
    no-recurrence-events,50-59,premeno,25-29,3-5,yes,2,left,left_low,yes
    no-recurrence-events,40-49,premeno,30-34,0-2,no,2,right,right_up,yes
    no-recurrence-events,40-49,ge40,25-29,0-2,no,2,left,left_low,no
    no-recurrence-events,60-69,ge40,10-14,0-2,no,2,left,left_low,no
    no-recurrence-events,50-59,premeno,25-29,3-5,no,2,right,left_up,yes
    no-recurrence-events,40-49,premeno,20-24,0-2,no,3,right,left_low,yes
    no-recurrence-events,40-49,premeno,35-39,0-2,yes,3,right,left_up,yes
    no-recurrence-events,40-49,premeno,35-39,0-2,yes,3,right,left_low,yes
    no-recurrence-events,40-49,premeno,25-29,0-2,no,1,right,left_low,yes
    no-recurrence-events,50-59,ge40,30-34,9-11,?,3,left,left_up,yes
    no-recurrence-events,50-59,ge40,30-34,9-11,?,3,left,left_low,yes
    no-recurrence-events,40-49,premeno,20-24,6-8,no,2,right,left_low,yes
    no-recurrence-events,50-59,ge40,25-29,0-2,no,1,left,right_low,no
    no-recurrence-events,60-69,ge40,15-19,0-2,no,2,left,left_up,yes
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,right,left_up,no
    no-recurrence-events,50-59,ge40,20-24,0-2,yes,2,right,left_up,no
    no-recurrence-events,40-49,premeno,15-19,12-14,no,3,right,right_low,yes
    no-recurrence-events,40-49,premeno,25-29,0-2,no,2,left,left_up,yes
    no-recurrence-events,50-59,ge40,30-34,6-8,yes,2,left,left_low,no
    no-recurrence-events,30-39,premeno,10-14,0-2,no,2,left,right_low,no
    no-recurrence-events,50-59,premeno,50-54,0-2,yes,2,right,left_up,yes
    no-recurrence-events,50-59,ge40,35-39,0-2,no,2,left,left_up,no
    no-recurrence-events,50-59,premeno,10-14,3-5,no,1,right,left_up,no
    no-recurrence-events,40-49,premeno,10-14,0-2,no,2,left,left_low,yes
    no-recurrence-events,50-59,ge40,15-19,0-2,yes,2,left,central,yes
    no-recurrence-events,50-59,premeno,25-29,0-2,no,1,left,left_low,no
    no-recurrence-events,60-69,ge40,25-29,0-2,no,3,right,left_low,no
    recurrence-events,50-59,premeno,15-19,0-2,no,2,left,left_low,no
    recurrence-events,40-49,premeno,40-44,0-2,no,1,left,left_low,no
    recurrence-events,50-59,ge40,35-39,0-2,no,2,left,left_low,no
    recurrence-events,50-59,premeno,25-29,0-2,no,2,left,right_up,no
    recurrence-events,30-39,premeno,0-4,0-2,no,2,right,central,no
    recurrence-events,50-59,ge40,30-34,0-2,no,3,left,?,no
    recurrence-events,50-59,premeno,25-29,0-2,no,2,left,right_up,no
    recurrence-events,50-59,premeno,30-34,0-2,no,3,left,right_up,no
    recurrence-events,40-49,premeno,35-39,0-2,no,1,right,left_up,no
    recurrence-events,40-49,premeno,20-24,0-2,no,2,left,left_low,no
    recurrence-events,50-59,ge40,20-24,0-2,no,2,right,central,no
    recurrence-events,40-49,premeno,30-34,0-2,no,3,right,right_up,no
    recurrence-events,50-59,premeno,25-29,0-2,no,1,right,left_up,no
    recurrence-events,60-69,ge40,40-44,0-2,no,2,right,left_low,no
    recurrence-events,40-49,ge40,20-24,0-2,no,2,right,left_up,no
    recurrence-events,50-59,ge40,20-24,0-2,no,2,left,left_up,no
    recurrence-events,40-49,premeno,15-19,0-2,no,2,left,left_up,no
    recurrence-events,60-69,ge40,30-34,0-2,no,3,right,central,no
    recurrence-events,30-39,premeno,15-19,0-2,no,1,right,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,3,left,right_up,no
    recurrence-events,30-39,premeno,30-34,0-2,no,1,right,left_up,no
    recurrence-events,60-69,ge40,25-29,0-2,no,3,left,right_low,yes
    recurrence-events,60-69,ge40,20-24,0-2,no,3,right,left_low,no
    recurrence-events,30-39,premeno,25-29,3-5,yes,3,left,left_low,yes
    recurrence-events,40-49,ge40,20-24,3-5,no,3,right,left_low,yes
    recurrence-events,40-49,premeno,30-34,15-17,yes,3,left,left_low,no
    recurrence-events,50-59,premeno,30-34,0-2,no,3,right,left_up,yes
    recurrence-events,60-69,ge40,40-44,3-5,yes,3,right,left_low,no
    recurrence-events,60-69,ge40,45-49,0-2,no,1,right,right_up,yes
    recurrence-events,50-59,premeno,50-54,9-11,yes,2,right,left_up,no
    recurrence-events,40-49,premeno,30-34,3-5,no,2,right,left_up,no
    recurrence-events,30-39,premeno,30-34,3-5,no,3,right,left_up,yes
    recurrence-events,70-79,ge40,15-19,9-11,?,1,left,left_low,yes
    recurrence-events,60-69,ge40,30-34,0-2,no,3,right,left_up,yes
    recurrence-events,50-59,premeno,25-29,3-5,yes,3,left,left_low,yes
    recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,2,right,left_low,no
    recurrence-events,30-39,premeno,35-39,0-2,no,3,left,left_low,no
    recurrence-events,40-49,premeno,20-24,3-5,yes,2,right,right_up,yes
    recurrence-events,60-69,ge40,20-24,3-5,no,2,left,left_low,yes
    recurrence-events,40-49,premeno,15-19,15-17,yes,3,left,left_low,no
    recurrence-events,50-59,ge40,25-29,6-8,no,3,left,left_low,yes
    recurrence-events,50-59,ge40,20-24,3-5,yes,3,right,right_up,no
    recurrence-events,40-49,premeno,30-34,12-14,yes,3,left,left_up,yes
    recurrence-events,30-39,premeno,30-34,9-11,no,2,right,left_up,yes
    recurrence-events,30-39,premeno,15-19,6-8,yes,3,left,left_low,yes
    recurrence-events,50-59,ge40,30-34,9-11,yes,3,left,right_low,yes
    recurrence-events,60-69,ge40,35-39,6-8,yes,3,left,left_low,no
    recurrence-events,30-39,premeno,20-24,3-5,yes,2,left,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,3,left,left_up,no
    recurrence-events,40-49,premeno,50-54,0-2,no,2,right,left_low,yes
    recurrence-events,30-39,premeno,40-44,0-2,no,1,left,left_up,no
    recurrence-events,60-69,ge40,50-54,0-2,no,3,right,left_up,no
    recurrence-events,40-49,premeno,30-34,0-2,yes,3,right,right_up,no
    recurrence-events,40-49,premeno,30-34,6-8,yes,3,right,left_up,no
    recurrence-events,40-49,premeno,30-34,0-2,no,1,left,left_low,yes
    recurrence-events,40-49,premeno,20-24,3-5,yes,2,left,left_low,yes
    recurrence-events,50-59,ge40,30-34,6-8,yes,2,left,right_low,yes
    recurrence-events,50-59,ge40,30-34,3-5,no,3,right,left_up,no
    recurrence-events,60-69,ge40,25-29,3-5,no,2,right,right_up,no
    recurrence-events,40-49,ge40,25-29,12-14,yes,3,left,right_low,yes
    recurrence-events,60-69,ge40,25-29,0-2,no,3,left,left_up,no
    recurrence-events,50-59,lt40,20-24,0-2,?,1,left,left_up,no
    recurrence-events,50-59,lt40,20-24,0-2,?,1,left,left_low,no
    recurrence-events,30-39,premeno,35-39,9-11,yes,3,left,left_low,no
    recurrence-events,40-49,premeno,30-34,3-5,yes,2,left,right_up,no
    recurrence-events,60-69,ge40,20-24,24-26,yes,3,left,left_low,yes
    recurrence-events,30-39,premeno,35-39,0-2,no,3,left,left_low,no
    recurrence-events,40-49,premeno,25-29,0-2,no,2,left,left_low,yes
    recurrence-events,50-59,ge40,30-34,6-8,yes,3,left,right_low,no
    recurrence-events,50-59,premeno,25-29,0-2,no,3,right,left_low,yes
    recurrence-events,40-49,premeno,15-19,0-2,yes,3,right,left_up,no
    recurrence-events,60-69,ge40,30-34,0-2,yes,2,right,right_up,yes
    recurrence-events,60-69,ge40,30-34,3-5,yes,2,left,central,yes
    recurrence-events,40-49,premeno,25-29,9-11,yes,3,right,left_up,no
    recurrence-events,30-39,premeno,25-29,6-8,yes,3,left,right_low,yes
    recurrence-events,60-69,ge40,10-14,6-8,yes,3,left,left_up,yes
    recurrence-events,50-59,premeno,35-39,15-17,yes,3,right,right_up,no
    recurrence-events,50-59,ge40,40-44,6-8,yes,3,left,left_low,yes
    recurrence-events,50-59,ge40,40-44,6-8,yes,3,left,left_low,yes
    recurrence-events,30-39,premeno,30-34,0-2,no,2,left,left_up,no
    recurrence-events,30-39,premeno,20-24,0-2,no,3,left,left_up,yes
    recurrence-events,60-69,ge40,20-24,0-2,no,1,right,left_up,no
    recurrence-events,40-49,ge40,30-34,3-5,no,3,left,left_low,no
    recurrence-events,50-59,ge40,30-34,3-5,no,3,left,left_low,no

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  • [Solved] Business Finance – Operations Management Can someone do my Week 3 Assignment in MHA 612 Financial & Managerial Accounting?

    ✓ Verified Academic Solution Available

    Executive Solution Overview

    Prior to beginning work on this assignment, review Chapters 8, 9, 10, 11, and 12 from the course textbook, _Essentials of Healthcare Finance_. As Cleverley and Cleverley (2018) suggest, If sustainable growth (equity growth that meets or exceeds asset growth) is an organization’s long-term financial …

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    Assignment Prompt & Instructions

    Prior to beginning work on this assignment, review Chapters 8, 9, 10, 11, and 12 from the course textbook, _Essentials of Healthcare Finance_.
    As Cleverley and Cleverley (2018) suggest,
    If sustainable growth (equity growth that meets or exceeds asset growth) is an organization’s long-term financial goal, then there is no other financial objective that is more important than equity growth. Healthcare organizations that expect low rates of equity growth in the future most likely will not be able to provide the level of resources sufficient to meet their mission. (p. 262)
    It should be clear that healthcare organizations’ primary financial interest must be in sustainable growth or return on equity (ROE).
    You are the Chief Financial Officer (CFO) for Shady Valley’s 80-bed skilled nursing facility for long-term care. You will meet later this month with other C-suite officers to discuss the importance of financial objectives, the use of benchmarking data, the organization’s revenue and expenses, entrance fee funds, and deferred revenue and its effect on the long-term care organization’s financial objectives.
    As you prepare your report, you must also provide cited content to back up/validate your thoughts and suggestions.
    **Note:** Be sure you are not writing in first person. Check the [_First vs. Third Person_Links to an external site.](https://writingcenter.uagc.edu/first-vs-third-person) for guidance.
    In your paper,
    – Explain the importance of financial objectives and how those objectives are defined in terms of the return on equity (ROE).
    – Describe comparative benchmarking data and why the data is important to a dashboard reporting system.
    – Discuss three types of revenue and expenses found in the long-term care-nursing home industry.
    – Define the terms entrance fee fund and deferred revenue and their relationship to an organization’s financial objectives.
    The Analyzing Financial Positioning in Healthcare paper,
    – must be three to five double-spaced pages in length (not including title and references pages and formatted according to [_APA Style_Links to an external site.](https://writingcenter.uagc.edu/apa-style) as outlined in the Writing Center’s [_APA Formatting for Microsoft Word_Links to an external site.](https://writingcenter.uagc.edu/apa-formatting-microsoft-word) resource.
    – must include a separate title page with the following in title case:
    – title of paper in bold font
    – Space should appear between the title and the rest of the information on the title page.
    – student’s name
    – name of institution (The University of Arizona Global Campus)
    – course name and number
    – instructor’s name
    – due date
    – must utilize academic voice. Review the [_Academic Voice_Links to an external site.](https://writingcenter.uagc.edu/academic-voice) resource for additional guidance.
    – must include an introduction and conclusion paragraph.
    – Your introduction paragraph needs to end with a clear thesis statement that indicates the purpose of your paper.
    – For assistance on writing [_Introductions & Conclusions_Links to an external site.](https://writingcenter.uagc.edu/introductions-conclusions) and [_Writing a Thesis Statement_Links to an external site.](https://writingcenter.uagc.edu/writing-a-thesis), refer to the Writing Center resources.
    – must use at least three scholarly or peer-reviewed sources published in the last five years in addition to the course text.
    – The [_Scholarly, Peer-Reviewed, and Other Credible Sources_Links to an external site.](https://content.bridgepointeducation.com/curriculum/file/e5359309-7d3c-4a21-a410-44d59303ccef/1/Scholarly%20Peer-Reviewed%20and%20Other%20Credible%20Sources.pdf) table offers additional guidance on appropriate source types. If you have questions about whether a specific source is appropriate for this assignment, please contact your instructor. Your instructor has the final say about the appropriateness of a specific source.

  • [Solved] Prof Double R

    ✓ Verified Academic Solution Available

    Executive Solution Overview

    Write a 3 page paper, using correct APA style and format, on cross-cultural leadership and how this situation might be resolved. Include the following: – Explain why cultural intelligence is important for HR practitioners and other organizational managers. – Articulate recommendations to develop cul…

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    Assignment Prompt & Instructions

    Write a 3 page paper, using correct APA style and format, on cross-cultural leadership and how this situation might be resolved. Include the following:
    – Explain why cultural intelligence is important for HR practitioners and other organizational managers.
    – Articulate recommendations to develop cultural intelligence. Make three recommendations.
    – Describe how to respond and overcome the issues present in this workplace scenario.

  • [Solved] Psychology Assignment

    ✓ Verified Academic Solution Available

    Executive Solution Overview

    Please follow instructions. No AI – ## Week2_Assignment5.pdf **## Week2_Assignment5.pdf** Due Sunday by 10:59pm Points 50 Submitting a text entry box or a file upload Attempts 0 Allowed Attempts 2 Start Assignment  Back to Week at a Glance (https://waldenu.instructure.com/courses/182224/modules/i…

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    Assignment Prompt & Instructions

    Please follow instructions. No AI

    – ## Week2_Assignment5.pdf

    **## Week2_Assignment5.pdf**

    Due Sunday by 10:59pm
    Points 50
    Submitting a text entry box or a file upload
    Attempts 0
    Allowed Attempts 2

    Start Assignment

     Back to Week at a Glance
    (https://waldenu.instructure.com/courses/182224/modules/items/7585063)

    ETHICS: DO NO HARM

    Researchers in psychology (including students) must follow the American Psychological Association’s
    (APA’s) Ethical Principles of Psychologists and Code of Conduct to protect the rights and welfare of
    research participants and ensure no harm will come to them. Furthermore, an institutional review board
    (IRB) committee must review and approve all research studies involving humans and/or animals before
    the study begins. It is the IRB committee’s responsibility to evaluate proposed research studies per the
    APA’s ethical principles and codes of conduct as well as to assess the possible benefits and risks of the
    studies.

    An effective way to develop your research skills is to analyze sample studies. For this Assignment, you
    will review brief research descriptions, identify and address ethical issues, and apply an alternative
    research methodology.

    (https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-
    LgRendition/AdobeStockLicense_233336091.jpeg)

    RESOURCES
    Be sure to review the Learning Resources before completing this activity.

    Cozby, P. C., & Bates, S. C. (2024). Methods in behavioral research (15th
    ed.). McGraw Hill.

    Readings 

    [https://waldenu.instructure.com/courses/182224/modules/items/7585063](https://waldenu.instructure.com/courses/182224/modules/items/7585063)

    [https://waldenu.instructure.com/courses/182224/modules/items/7585063](https://waldenu.instructure.com/courses/182224/modules/items/7585063)

    [https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg](https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg)

    [https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg](https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg)

    [https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg](https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg)

    [https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg](https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg)

    To prepare:

    Review Chapter 3.
    Read all five of the following research studies and select one for your Assignment.

    1. A researcher was studying initial interactions between people. While two students were
    waiting in a room for an experiment to begin, the researcher covertly videotaped their
    actions and conversation. Afterward, the researcher told the students about the video
    recording and gave them the opportunity to have the tape erased.

    2. A researcher worked for a time on the production line of a large manufacturing plant to
    study efficiency. His status as a researcher was unknown to his coworkers. It was not
    until he was about to conclude his research that he revealed his purpose and identity to
    his coworkers.

    3. To study what types of people are most likely to give money to a stranger, people on city
    streets were asked for money by a researcher who said he had just lost his wallet. No
    one was ever told that he or she was part of a research project.

    4. To study the effects of alcohol on decision making, a graduate student interviewed college
    students after they had left a campus bar. With a portable breathalyzer, he registered
    their blood alcohol levels. Although some of them were found to be intoxicated beyond
    the legal state limits—and many of them were going to be driving home—he did not
    inform them of their blood alcohol levels.

    5. Participants interacted for an hour with another person who was an accomplice of the
    researcher. After this interaction, both people agreed to return the following week for
    another session with each other. When the real participants returned, they were informed
    that the person they had interacted with the week before had died. The researchers then
    measured reactions to news of the death of the person.

    For the scenario you selected:

    Assess possible ethical issues related to the APA Ethics Code: Five Principles (A, B, C, D, E) and
    identify two that you will use for this Assignment.
    Conduct a risk-benefit analysis, including, but not limited to, factors such as physical or
    psychological harm, stress and distress, confidentiality and privacy, consent, debriefing. Consider
    whether deception (active or passive) was used or not used. Determine if the study poses a
    rating of “no risk,” “minimal,” or “greater risk.”

    Chapter 3, “Ethics in Behavioral Research”

    PSYC_3003_Week2_Assignment_Rubric

    Consider alternative strategies that could have been used to minimize the possible risks and/or
    ethical issues (i.e., what changes could make the study ethical).

    Submit a 1- to 2-page paper that responds to the following:

    Select one of the five research scenarios and complete the following for the study you selected. Do
    not reproduce the scenario in your response, instead indicate your study selection with a number
    (e.g., Scenario #3). For the scenario you selected:

    Describe the first possible ethical issue and explain how it would violate a specific APA Ethics
    Code (A, B, C, D, or E), and propose what the researcher could have done differently to remedy
    the issue.
    Describe the second possible ethical issue and explain how it would violate a specific APA Ethics
    Code (A, B, C, D, or E), and propose what the researcher could have done differently to remedy
    the issue.
    Provide a summary of the results of your risk-benefit analysis, and your overall rating (e.g.,
    minimal risk), of the scenario before and after your proposed changes.

    Note: Support your responses within your Assignment with evidence from the assigned Learning
    Resources. Provide a reference list for resources you used for this Assignment. Use APA style for in-
    text citations and references.

    Before submitting your final assignment, you can check your draft for authenticity. To check your
    draft, access the Turnitin Drafts from the Start Here area.

    1. To submit your completed assignment, save your Assignment as
    WK2Assgn_LastName_FirstInitial

    2. Then, click on Start Assignment near the top of the page.
    3. Next, click on Upload File and select Submit Assignment for review.

    BY DAY 7

    SUBMISSION INFORMATION

    Criteria Ratings Pts

    Description/explanation
    of how ethical issue #1
    violates an APA Ethics
    Code and proposal of
    how to remedy the
    issue

    15 pts

    Description/explanation
    of how ethical issue #2
    violates an APA Ethics
    Code and proposal of
    how to remedy the
    issue

    15 pts

    15 pts
    A

    Response is
    complete and
    accurate;
    contains
    sufficient
    details and/or
    explanation;
    includes
    supporting
    information
    from the
    Learning
    Resources.

    13 pts
    B

    Response is
    complete and
    mostly
    accurate;
    contains
    some details
    and/or
    explanation;
    includes
    supporting
    information
    from the
    Learning
    Resources.

    11 pts
    C

    Response is
    somewhat
    complete
    and/or is
    somewhat
    accurate;
    and/or does
    not contain
    sufficient
    details and/or
    explanation;
    includes
    some
    supporting
    information
    from the
    Learning
    Resources.

    9 pts
    D

    Response is
    incomplete or
    is mostly
    inaccurate;
    lacks
    sufficient
    details and/or
    explanation;
    does not
    include
    supporting
    information
    from the
    Learning
    Resources.

    0 pts
    F

    Response is
    incomplete or
    not provided;
    answers are
    inaccurate
    and/or not
    explained;
    does not
    include
    supporting
    information
    from the
    Learning
    Resources.

    15 pts
    A

    Response is
    complete and
    accurate;
    contains
    sufficient
    details and/or
    explanation;
    includes
    supporting
    information
    from the
    Learning
    Resources.

    13 pts
    B

    Response is
    complete and
    mostly
    accurate;
    contains
    some details
    and/or
    explanation;
    includes
    supporting
    information
    from the
    Learning
    Resources.

    11 pts
    C

    Response is
    somewhat
    complete
    and/or is
    somewhat
    accurate;
    and/or does
    not contain
    sufficient
    details and/or
    explanation;
    includes
    some
    supporting
    information
    from the
    Learning
    Resources.

    9 pts
    D

    Response is
    incomplete or
    is mostly
    inaccurate;
    lacks
    sufficient
    details and/or
    explanation;
    does not
    include
    supporting
    information
    from the
    Learning
    Resources.

    0 pts
    F

    Response is
    incomplete or
    not provided;
    answers are
    inaccurate
    and/or not
    explained;
    does not
    include
    supporting
    information
    from the
    Learning
    Resources.

    Criteria Ratings Pts

    Summary and rating of
    risk-benefit analysis
    before and after
    proposed changes

    10 pts

    Quality of Writing 10 pts

    10 pts
    A

    Response is
    complete and
    accurate;
    contains
    sufficient
    details and/or
    explanation;
    includes
    supporting
    information
    from the
    Learning
    Resources.

    8.5 pts
    B

    Response is
    complete and
    mostly
    accurate;
    contains
    some details
    and/or
    explanation;
    includes
    supporting
    information
    from the
    Learning
    Resources.

    7.5 pts
    C

    Response is
    somewhat
    complete
    and/or is
    somewhat
    accurate;
    and/or does
    not contain
    sufficient
    details and/or
    explanation;
    includes
    some
    supporting
    information
    from the
    Learning
    Resources.

    6.5 pts
    D

    Response is
    incomplete or
    is mostly
    inaccurate;
    lacks
    sufficient
    details and/or
    explanation;
    does not
    include
    supporting
    information
    from the
    Learning
    Resources.

    0 pts
    F

    Response is
    incomplete or
    not provided;
    answers are
    inaccurate
    and/or not
    explained;
    does not
    include
    supporting
    information
    from the
    Learning
    Resources.

    10 pts
    A

    Writing is clear
    and organized
    with few or no
    errors in
    mechanics,
    usage,
    grammar, or
    spelling
    (MUGS).
    There is a
    preponderance
    of original
    writing (i.e.,
    use of own
    words and
    proper
    paraphrasing).
    Information
    from the
    Learning
    Resources is
    fully provided
    and correctly
    documented

    8.5 pts
    B

    Writing is
    mostly clear
    and organized
    with few
    MUGS errors.
    Writing is
    original (i.e.,
    use of own
    words and
    proper
    paraphrasing).
    Information
    from the
    Learning
    Resources is
    mostly
    provided and
    correctly
    documented
    with citation(s)
    and
    reference(s) in

    7.5 pts
    C

    Writing is
    somewhat
    clear and
    organized
    with some
    MUGS errors.
    Most writing
    is mostly
    original (i.e.,
    use of own
    words and
    proper
    paraphrasing)
    but may rely
    on the use of
    some direct
    quotations.
    Information
    from the
    Learning
    Resources is
    partially
    provided
    and/or

    6.5 pts
    D

    Writing is
    mostly
    unclear and
    disorganized
    and/or
    contains
    many MUGS
    errors. There
    is an overuse
    of direct
    quotations
    and/or
    ineffective
    paraphrasing.
    Information
    from the
    Learning
    Resources is
    significantly
    lacking
    and/or is
    incorrectly
    documented
    and/or

    0 pts
    F

    Writing is
    mostly
    unclear
    and/or
    mostly
    disorganized
    and/or
    contains
    many
    MUGS
    errors.
    There is an
    underuse of
    original
    writing and
    an overuse
    of directly
    quoted
    content.
    Information
    from the
    Learning
    Resources
    is absent

    Criteria Ratings Pts

    Total Points: 50

    with citation(s)
    and
    reference(s) in
    correct APA
    style.

    correct APA
    style.

    incorrectly
    documented
    with
    citation(s)
    and/or
    reference(s),
    and/or
    citations(s)
    and
    reference(s)
    do not follow
    correct APA
    style.

    citation(s)
    and
    reference(s)
    do not follow
    correct APA
    style.

    and/or is not
    cited or
    referenced
    in any way.

    **## Week2_Assignment5.pdf**

    Due Sunday by 10:59pm
    Points 50
    Submitting a text entry box or a file upload
    Attempts 0
    Allowed Attempts 2

    Start Assignment

     Back to Week at a Glance
    (https://waldenu.instructure.com/courses/182224/modules/items/7585063)

    ETHICS: DO NO HARM

    Researchers in psychology (including students) must follow the American Psychological Association’s
    (APA’s) Ethical Principles of Psychologists and Code of Conduct to protect the rights and welfare of
    research participants and ensure no harm will come to them. Furthermore, an institutional review board
    (IRB) committee must review and approve all research studies involving humans and/or animals before
    the study begins. It is the IRB committee’s responsibility to evaluate proposed research studies per the
    APA’s ethical principles and codes of conduct as well as to assess the possible benefits and risks of the
    studies.

    An effective way to develop your research skills is to analyze sample studies. For this Assignment, you
    will review brief research descriptions, identify and address ethical issues, and apply an alternative
    research methodology.

    (https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-
    LgRendition/AdobeStockLicense_233336091.jpeg)

    RESOURCES
    Be sure to review the Learning Resources before completing this activity.

    Cozby, P. C., & Bates, S. C. (2024). Methods in behavioral research (15th
    ed.). McGraw Hill.

    Readings 

    [https://waldenu.instructure.com/courses/182224/modules/items/7585063](https://waldenu.instructure.com/courses/182224/modules/items/7585063)

    [https://waldenu.instructure.com/courses/182224/modules/items/7585063](https://waldenu.instructure.com/courses/182224/modules/items/7585063)

    [https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg](https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg)

    [https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg](https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg)

    [https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg](https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg)

    [https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg](https://cdn-media.waldenu.edu/2dett4d/Walden/Canvas/Adobe/OrigImage-LgRendition/AdobeStockLicense_233336091.jpeg)

    To prepare:

    Review Chapter 3.
    Read all five of the following research studies and select one for your Assignment.

    1. A researcher was studying initial interactions between people. While two students were
    waiting in a room for an experiment to begin, the researcher covertly videotaped their
    actions and conversation. Afterward, the researcher told the students about the video
    recording and gave them the opportunity to have the tape erased.

    2. A researcher worked for a time on the production line of a large manufacturing plant to
    study efficiency. His status as a researcher was unknown to his coworkers. It was not
    until he was about to conclude his research that he revealed his purpose and identity to
    his coworkers.

    3. To study what types of people are most likely to give money to a stranger, people on city
    streets were asked for money by a researcher who said he had just lost his wallet. No
    one was ever told that he or she was part of a research project.

    4. To study the effects of alcohol on decision making, a graduate student interviewed college
    students after they had left a campus bar. With a portable breathalyzer, he registered
    their blood alcohol levels. Although some of them were found to be intoxicated beyond
    the legal state limits—and many of them were going to be driving home—he did not
    inform them of their blood alcohol levels.

    5. Participants interacted for an hour with another person who was an accomplice of the
    researcher. After this interaction, both people agreed to return the following week for
    another session with each other. When the real participants returned, they were informed
    that the person they had interacted with the week before had died. The researchers then
    measured reactions to news of the death of the person.

    For the scenario you selected:

    Assess possible ethical issues related to the APA Ethics Code: Five Principles (A, B, C, D, E) and
    identify two that you will use for this Assignment.
    Conduct a risk-benefit analysis, including, but not limited to, factors such as physical or
    psychological harm, stress and distress, confidentiality and privacy, consent, debriefing. Consider
    whether deception (active or passive) was used or not used. Determine if the study poses a
    rating of “no risk,” “minimal,” or “greater risk.”

    Chapter 3, “Ethics in Behavioral Research”

    PSYC_3003_Week2_Assignment_Rubric

    Consider alternative strategies that could have been used to minimize the possible risks and/or
    ethical issues (i.e., what changes could make the study ethical).

    Submit a 1- to 2-page paper that responds to the following:

    Select one of the five research scenarios and complete the following for the study you selected. Do
    not reproduce the scenario in your response, instead indicate your study selection with a number
    (e.g., Scenario #3). For the scenario you selected:

    Describe the first possible ethical issue and explain how it would violate a specific APA Ethics
    Code (A, B, C, D, or E), and propose what the researcher could have done differently to remedy
    the issue.
    Describe the second possible ethical issue and explain how it would violate a specific APA Ethics
    Code (A, B, C, D, or E), and propose what the researcher could have done differently to remedy
    the issue.
    Provide a summary of the results of your risk-benefit analysis, and your overall rating (e.g.,
    minimal risk), of the scenario before and after your proposed changes.

    Note: Support your responses within your Assignment with evidence from the assigned Learning
    Resources. Provide a reference list for resources you used for this Assignment. Use APA style for in-
    text citations and references.

    Before submitting your final assignment, you can check your draft for authenticity. To check your
    draft, access the Turnitin Drafts from the Start Here area.

    1. To submit your completed assignment, save your Assignment as
    WK2Assgn_LastName_FirstInitial

    2. Then, click on Start Assignment near the top of the page.
    3. Next, click on Upload File and select Submit Assignment for review.

    BY DAY 7

    SUBMISSION INFORMATION

    Criteria Ratings Pts

    Description/explanation
    of how ethical issue #1
    violates an APA Ethics
    Code and proposal of
    how to remedy the
    issue

    15 pts

    Description/explanation
    of how ethical issue #2
    violates an APA Ethics
    Code and proposal of
    how to remedy the
    issue

    15 pts

    15 pts
    A

    Response is
    complete and
    accurate;
    contains
    sufficient
    details and/or
    explanation;
    includes
    supporting
    information
    from the
    Learning
    Resources.

    13 pts
    B

    Response is
    complete and
    mostly
    accurate;
    contains
    some details
    and/or
    explanation;
    includes
    supporting
    information
    from the
    Learning
    Resources.

    11 pts
    C

    Response is
    somewhat
    complete
    and/or is
    somewhat
    accurate;
    and/or does
    not contain
    sufficient
    details and/or
    explanation;
    includes
    some
    supporting
    information
    from the
    Learning
    Resources.

    9 pts
    D

    Response is
    incomplete or
    is mostly
    inaccurate;
    lacks
    sufficient
    details and/or
    explanation;
    does not
    include
    supporting
    information
    from the
    Learning
    Resources.

    0 pts
    F

    Response is
    incomplete or
    not provided;
    answers are
    inaccurate
    and/or not
    explained;
    does not
    include
    supporting
    information
    from the
    Learning
    Resources.

    15 pts
    A

    Response is
    complete and
    accurate;
    contains
    sufficient
    details and/or
    explanation;
    includes
    supporting
    information
    from the
    Learning
    Resources.

    13 pts
    B

    Response is
    complete and
    mostly
    accurate;
    contains
    some details
    and/or
    explanation;
    includes
    supporting
    information
    from the
    Learning
    Resources.

    11 pts
    C

    Response is
    somewhat
    complete
    and/or is
    somewhat
    accurate;
    and/or does
    not contain
    sufficient
    details and/or
    explanation;
    includes
    some
    supporting
    information
    from the
    Learning
    Resources.

    9 pts
    D

    Response is
    incomplete or
    is mostly
    inaccurate;
    lacks
    sufficient
    details and/or
    explanation;
    does not
    include
    supporting
    information
    from the
    Learning
    Resources.

    0 pts
    F

    Response is
    incomplete or
    not provided;
    answers are
    inaccurate
    and/or not
    explained;
    does not
    include
    supporting
    information
    from the
    Learning
    Resources.

    Criteria Ratings Pts

    Summary and rating of
    risk-benefit analysis
    before and after
    proposed changes

    10 pts

    Quality of Writing 10 pts

    10 pts
    A

    Response is
    complete and
    accurate;
    contains
    sufficient
    details and/or
    explanation;
    includes
    supporting
    information
    from the
    Learning
    Resources.

    8.5 pts
    B

    Response is
    complete and
    mostly
    accurate;
    contains
    some details
    and/or
    explanation;
    includes
    supporting
    information
    from the
    Learning
    Resources.

    7.5 pts
    C

    Response is
    somewhat
    complete
    and/or is
    somewhat
    accurate;
    and/or does
    not contain
    sufficient
    details and/or
    explanation;
    includes
    some
    supporting
    information
    from the
    Learning
    Resources.

    6.5 pts
    D

    Response is
    incomplete or
    is mostly
    inaccurate;
    lacks
    sufficient
    details and/or
    explanation;
    does not
    include
    supporting
    information
    from the
    Learning
    Resources.

    0 pts
    F

    Response is
    incomplete or
    not provided;
    answers are
    inaccurate
    and/or not
    explained;
    does not
    include
    supporting
    information
    from the
    Learning
    Resources.

    10 pts
    A

    Writing is clear
    and organized
    with few or no
    errors in
    mechanics,
    usage,
    grammar, or
    spelling
    (MUGS).
    There is a
    preponderance
    of original
    writing (i.e.,
    use of own
    words and
    proper
    paraphrasing).
    Information
    from the
    Learning
    Resources is
    fully provided
    and correctly
    documented

    8.5 pts
    B

    Writing is
    mostly clear
    and organized
    with few
    MUGS errors.
    Writing is
    original (i.e.,
    use of own
    words and
    proper
    paraphrasing).
    Information
    from the
    Learning
    Resources is
    mostly
    provided and
    correctly
    documented
    with citation(s)
    and
    reference(s) in

    7.5 pts
    C

    Writing is
    somewhat
    clear and
    organized
    with some
    MUGS errors.
    Most writing
    is mostly
    original (i.e.,
    use of own
    words and
    proper
    paraphrasing)
    but may rely
    on the use of
    some direct
    quotations.
    Information
    from the
    Learning
    Resources is
    partially
    provided
    and/or

    6.5 pts
    D

    Writing is
    mostly
    unclear and
    disorganized
    and/or
    contains
    many MUGS
    errors. There
    is an overuse
    of direct
    quotations
    and/or
    ineffective
    paraphrasing.
    Information
    from the
    Learning
    Resources is
    significantly
    lacking
    and/or is
    incorrectly
    documented
    and/or

    0 pts
    F

    Writing is
    mostly
    unclear
    and/or
    mostly
    disorganized
    and/or
    contains
    many
    MUGS
    errors.
    There is an
    underuse of
    original
    writing and
    an overuse
    of directly
    quoted
    content.
    Information
    from the
    Learning
    Resources
    is absent

    Criteria Ratings Pts

    Total Points: 50

    with citation(s)
    and
    reference(s) in
    correct APA
    style.

    correct APA
    style.

    incorrectly
    documented
    with
    citation(s)
    and/or
    reference(s),
    and/or
    citations(s)
    and
    reference(s)
    do not follow
    correct APA
    style.

    citation(s)
    and
    reference(s)
    do not follow
    correct APA
    style.

    and/or is not
    cited or
    referenced
    in any way.

  • [Solved] Discussion: Research Plan Purpose

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    Executive Solution Overview

    Please look at the attachments for directions. I need one assignment back by Thursday and the other by Sunday. – ## twopartassignment.docx – ## DoctoralConcepts.docx – ENG8010ResearchPlantemplate_Module32.docx **## twopartassignment.docx** Two assignments are due: one on Thursday and the other on S…

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    Assignment Prompt & Instructions

    Please look at the attachments for directions. I need one assignment back by Thursday and the other by Sunday.

    – ## twopartassignment.docx

    – ## DoctoralConcepts.docx

    – ENG8010ResearchPlantemplate_Module32.docx

    **## twopartassignment.docx**

    Two assignments are due: one on Thursday and the other on Sunday.

    Writer's Journal: Research Sources

    Purpose

    This assignment is intended to help you learn to do the following:

    · Demonstrate research skills, including utilizing library resources, searching databases, and note-taking.

    · Evaluate research sources.

    Overview

    In this assignment, you will add to the journal that you started in the Module 1 assignment,
    [Writer’s Journal: Doctoral Concepts](https://franklin.instructure.com/courses/23168/assignments/596723).

    In this entry, respond to the following prompts:

    · Reflect on your experience in building your research plan. What note-taking strategies seem most effective to you? What sources are you finding most helpful?

    · What essential resources and tools do you want to add to your journal for reference as you progress with your writing? Why are these important to you? Identify the resources and include them, or link to them, in your journal entry.

    Action Items

    1. Return to the document you started in the Module 1 assignment,
    [Writer’s Journal: Doctoral Concepts](https://franklin.instructure.com/courses/23168/assignments/596723).

    2. Create a new entry in your journal, responding to the prompts listed in the Overview.

    Discussion: Research Plan. Research Question: How does the implementation of artificial intelligence technologies influence employee engagement and productivity in global organizations?

    Purpose

    This assignment is intended to help you learn to do the following:

    · Identify research areas in a specific field of study.

    · Demonstrate research skills, including utilizing library resources, searching databases, and notetaking.

    · Evaluate research sources.

    · Create a research plan.

    Overview

    In this assignment, you will create a plan for the reading and note-taking stage of your research. You will refine your topic, develop your search strategies, build a reliable note-taking system, and establish a plan that outlines clear goals and timelines for your progress.

    First, review your own post in the
    [Discussion: Research Area Exploration](https://franklin.instructure.com/courses/23168/assignments/596507) assignment. Select the research question that you’d most like to pursue.

    Then, use the
    [Learning Commons Search Strategy Worksheet](https://franklin.instructure.com/courses/23168/files/3731247?wrap=1) [Download Learning Commons Search Strategy Worksheet](https://franklin.instructure.com/courses/23168/files/3731247/download?download_frd=1) to develop your plan for searching for sources on your research question.

    Finally, develop your research plan using the
    [Research Plan template](https://franklin.instructure.com/courses/23168/files/3731237?wrap=1) [Download Research Plan template](https://franklin.instructure.com/courses/23168/files/3731237/download?download_frd=1). Note that you will identify and take notes on at least five articles on your topic for this assignment. You will identify additional articles in future assignments.  Be that your written response abides by the standards of academic writing shared in
    [Module 1 Preparation](https://franklin.instructure.com/courses/23168/pages/module-1-preparation) so that you can grow comfortable with the practice of academic writing.

    **## DoctoralConcepts.docx**

    1

    1

    Writer's Journal: Doctoral Concepts

    Writer's Journal: Doctoral Concepts

    **Reflection on My Role as a Doctoral Scholar**

    Stepping into the role of a doctoral scholar marks a new chapter in my academic journey, one that will require me to elevate both my writing and research practices. Unlike previous levels of study, the doctoral role emphasizes original contributions to knowledge, which means I must approach writing not only to communicate ideas but also to shape and advance scholarly conversations. This role will require me to think critically, analyze more deeply, and synthesize information across multiple perspectives. Moving forward, my writing must demonstrate precision, clarity, and a strong evidence-based foundation. My research, in turn, must go beyond summarizing existing knowledge to identify gaps, applying rigorous methods, and drawing meaningful conclusions that add value to my field.

    **Comfort and Discomfort with the Academic Writing Genre**

    I feel comfortable with the structured and formal aspects of academic writing, particularly the reliance on evidence, logical organization, and citation practices that hold writers accountable. I also find that outlining and revising multiple drafts helps me express my ideas clearly. However, I sometimes find the density of academic language and the expectation for highly technical precision to be challenging. Writing at this level often requires striking a balance between accessibility and sophistication, a skill I know I need to develop further. Additionally, I would benefit from more practice in synthesizing complex sources and integrating multiple perspectives seamlessly into my own argument, rather than allowing my work to feel like a summary of others’ ideas.

    **Essential Resources and Tools for My Writer’s Journal**

    As I progress in my doctoral studies, I want to include resources and tools that support both the technical and conceptual aspects of my writing. Organizing these materials into a centralized journal will help ensure consistency, efficiency, and clarity in my scholarly work.

    **APA Style Resources**

    ·
    _APA Style Official Website_ – Offers authoritative guidelines for formatting, citations, and style.

    ·
    _Purdue OWL APA Guide_ – Provides practical examples and explanations to support proper application of APA rules.

    **Research Tools**

    ·
    _Google Scholar and Library Databases_ – Useful for locating peer-reviewed articles and current research in my field.

    ·
    _Citation Management Tools (Zotero or Mendeley)_ – Assist in efficiently organizing references and generating accurate citations.

    **Writing Aids**

    ·
    _Grammarly_ – Supports grammar, clarity, and readability improvements.

    ·
    _Templates and Notes_ – Especially for literature reviews, research methods, and academic vocabulary development.

    **Personal Notes**

    ·
    _Key Definitions and Terminology_ – Ensures consistent understanding and application of disciplinary concepts.

    ·
    _Outlines and Checklists_ – Provide structured guidance for critical research processes, including problem statements and source evaluation.

    These resources will allow me to remain consistent, organized, and focused on producing high-quality scholarly writing. By curating them in one place, I am creating a living journal that supports my coursework while also serving as a valuable, evolving reference throughout my doctoral program and beyond.

    References

    American Psychological Association. (n.d.).
    _APA style_. https://apastyle.apa.org/

    Grammarly. (n.d.).
    _Grammarly: AI writing assistance_. https://www.grammarly.com/

    Mendeley. (n.d.).
    _Reference management software_. Elsevier. https://www.mendeley.com/

    Purdue Online Writing Lab. (n.d.).
    _APA style introduction_. Purdue University. https://owl.purdue.edu/owl/research_and_citation/apa_style/apa_style_introduction.html

    Zotero. (n.d.).
    _Your personal research assistant_. https://www.zotero.org/

    **ENG8010ResearchPlantemplate_Module32.docx**

    This file is too large to display. [View in new window](https://www.sweetstudy.com/files/eng8010researchplantemplate-module32-docx)

    **ENG8010ResearchPlantemplate_Module32.docx**

    This file is too large to display. [View in new window](https://www.sweetstudy.com/files/eng8010researchplantemplate-module32-docx)

    **## twopartassignment.docx**

    Two assignments are due: one on Thursday and the other on Sunday.

    Writer's Journal: Research Sources

    Purpose

    This assignment is intended to help you learn to do the following:

    · Demonstrate research skills, including utilizing library resources, searching databases, and note-taking.

    · Evaluate research sources.

    Overview

    In this assignment, you will add to the journal that you started in the Module 1 assignment,
    [Writer’s Journal: Doctoral Concepts](https://franklin.instructure.com/courses/23168/assignments/596723).

    In this entry, respond to the following prompts:

    · Reflect on your experience in building your research plan. What note-taking strategies seem most effective to you? What sources are you finding most helpful?

    · What essential resources and tools do you want to add to your journal for reference as you progress with your writing? Why are these important to you? Identify the resources and include them, or link to them, in your journal entry.

    Action Items

    1. Return to the document you started in the Module 1 assignment,
    [Writer’s Journal: Doctoral Concepts](https://franklin.instructure.com/courses/23168/assignments/596723).

    2. Create a new entry in your journal, responding to the prompts listed in the Overview.

    Discussion: Research Plan. Research Question: How does the implementation of artificial intelligence technologies influence employee engagement and productivity in global organizations?

    Purpose

    This assignment is intended to help you learn to do the following:

    · Identify research areas in a specific field of study.

    · Demonstrate research skills, including utilizing library resources, searching databases, and notetaking.

    · Evaluate research sources.

    · Create a research plan.

    Overview

    In this assignment, you will create a plan for the reading and note-taking stage of your research. You will refine your topic, develop your search strategies, build a reliable note-taking system, and establish a plan that outlines clear goals and timelines for your progress.

    First, review your own post in the
    [Discussion: Research Area Exploration](https://franklin.instructure.com/courses/23168/assignments/596507) assignment. Select the research question that you’d most like to pursue.

    Then, use the
    [Learning Commons Search Strategy Worksheet](https://franklin.instructure.com/courses/23168/files/3731247?wrap=1) [Download Learning Commons Search Strategy Worksheet](https://franklin.instructure.com/courses/23168/files/3731247/download?download_frd=1) to develop your plan for searching for sources on your research question.

    Finally, develop your research plan using the
    [Research Plan template](https://franklin.instructure.com/courses/23168/files/3731237?wrap=1) [Download Research Plan template](https://franklin.instructure.com/courses/23168/files/3731237/download?download_frd=1). Note that you will identify and take notes on at least five articles on your topic for this assignment. You will identify additional articles in future assignments.  Be that your written response abides by the standards of academic writing shared in
    [Module 1 Preparation](https://franklin.instructure.com/courses/23168/pages/module-1-preparation) so that you can grow comfortable with the practice of academic writing.

    **## DoctoralConcepts.docx**

    1

    1

    Writer's Journal: Doctoral Concepts

    Writer's Journal: Doctoral Concepts

    **Reflection on My Role as a Doctoral Scholar**

    Stepping into the role of a doctoral scholar marks a new chapter in my academic journey, one that will require me to elevate both my writing and research practices. Unlike previous levels of study, the doctoral role emphasizes original contributions to knowledge, which means I must approach writing not only to communicate ideas but also to shape and advance scholarly conversations. This role will require me to think critically, analyze more deeply, and synthesize information across multiple perspectives. Moving forward, my writing must demonstrate precision, clarity, and a strong evidence-based foundation. My research, in turn, must go beyond summarizing existing knowledge to identify gaps, applying rigorous methods, and drawing meaningful conclusions that add value to my field.

    **Comfort and Discomfort with the Academic Writing Genre**

    I feel comfortable with the structured and formal aspects of academic writing, particularly the reliance on evidence, logical organization, and citation practices that hold writers accountable. I also find that outlining and revising multiple drafts helps me express my ideas clearly. However, I sometimes find the density of academic language and the expectation for highly technical precision to be challenging. Writing at this level often requires striking a balance between accessibility and sophistication, a skill I know I need to develop further. Additionally, I would benefit from more practice in synthesizing complex sources and integrating multiple perspectives seamlessly into my own argument, rather than allowing my work to feel like a summary of others’ ideas.

    **Essential Resources and Tools for My Writer’s Journal**

    As I progress in my doctoral studies, I want to include resources and tools that support both the technical and conceptual aspects of my writing. Organizing these materials into a centralized journal will help ensure consistency, efficiency, and clarity in my scholarly work.

    **APA Style Resources**

    ·
    _APA Style Official Website_ – Offers authoritative guidelines for formatting, citations, and style.

    ·
    _Purdue OWL APA Guide_ – Provides practical examples and explanations to support proper application of APA rules.

    **Research Tools**

    ·
    _Google Scholar and Library Databases_ – Useful for locating peer-reviewed articles and current research in my field.

    ·
    _Citation Management Tools (Zotero or Mendeley)_ – Assist in efficiently organizing references and generating accurate citations.

    **Writing Aids**

    ·
    _Grammarly_ – Supports grammar, clarity, and readability improvements.

    ·
    _Templates and Notes_ – Especially for literature reviews, research methods, and academic vocabulary development.

    **Personal Notes**

    ·
    _Key Definitions and Terminology_ – Ensures consistent understanding and application of disciplinary concepts.

    ·
    _Outlines and Checklists_ – Provide structured guidance for critical research processes, including problem statements and source evaluation.

    These resources will allow me to remain consistent, organized, and focused on producing high-quality scholarly writing. By curating them in one place, I am creating a living journal that supports my coursework while also serving as a valuable, evolving reference throughout my doctoral program and beyond.

    References

    American Psychological Association. (n.d.).
    _APA style_. https://apastyle.apa.org/

    Grammarly. (n.d.).
    _Grammarly: AI writing assistance_. https://www.grammarly.com/

    Mendeley. (n.d.).
    _Reference management software_. Elsevier. https://www.mendeley.com/

    Purdue Online Writing Lab. (n.d.).
    _APA style introduction_. Purdue University. https://owl.purdue.edu/owl/research_and_citation/apa_style/apa_style_introduction.html

    Zotero. (n.d.).
    _Your personal research assistant_. https://www.zotero.org/

    **ENG8010ResearchPlantemplate_Module32.docx**

    This file is too large to display. [View in new window](https://www.sweetstudy.com/files/eng8010researchplantemplate-module32-docx)

    **## twopartassignment.docx**

    Two assignments are due: one on Thursday and the other on Sunday.

    Writer's Journal: Research Sources

    Purpose

    This assignment is intended to help you learn to do the following:

    · Demonstrate research skills, including utilizing library resources, searching databases, and note-taking.

    · Evaluate research sources.

    Overview

    In this assignment, you will add to the journal that you started in the Module 1 assignment,
    [Writer’s Journal: Doctoral Concepts](https://franklin.instructure.com/courses/23168/assignments/596723).

    In this entry, respond to the following prompts:

    · Reflect on your experience in building your research plan. What note-taking strategies seem most effective to you? What sources are you finding most helpful?

    · What essential resources and tools do you want to add to your journal for reference as you progress with your writing? Why are these important to you? Identify the resources and include them, or link to them, in your journal entry.

    Action Items

    1. Return to the document you started in the Module 1 assignment,
    [Writer’s Journal: Doctoral Concepts](https://franklin.instructure.com/courses/23168/assignments/596723).

    2. Create a new entry in your journal, responding to the prompts listed in the Overview.

    Discussion: Research Plan. Research Question: How does the implementation of artificial intelligence technologies influence employee engagement and productivity in global organizations?

    Purpose

    This assignment is intended to help you learn to do the following:

    · Identify research areas in a specific field of study.

    · Demonstrate research skills, including utilizing library resources, searching databases, and notetaking.

    · Evaluate research sources.

    · Create a research plan.

    Overview

    In this assignment, you will create a plan for the reading and note-taking stage of your research. You will refine your topic, develop your search strategies, build a reliable note-taking system, and establish a plan that outlines clear goals and timelines for your progress.

    First, review your own post in the
    [Discussion: Research Area Exploration](https://franklin.instructure.com/courses/23168/assignments/596507) assignment. Select the research question that you’d most like to pursue.

    Then, use the
    [Learning Commons Search Strategy Worksheet](https://franklin.instructure.com/courses/23168/files/3731247?wrap=1) [Download Learning Commons Search Strategy Worksheet](https://franklin.instructure.com/courses/23168/files/3731247/download?download_frd=1) to develop your plan for searching for sources on your research question.

    Finally, develop your research plan using the
    [Research Plan template](https://franklin.instructure.com/courses/23168/files/3731237?wrap=1) [Download Research Plan template](https://franklin.instructure.com/courses/23168/files/3731237/download?download_frd=1). Note that you will identify and take notes on at least five articles on your topic for this assignment. You will identify additional articles in future assignments.  Be that your written response abides by the standards of academic writing shared in
    [Module 1 Preparation](https://franklin.instructure.com/courses/23168/pages/module-1-preparation) so that you can grow comfortable with the practice of academic writing.

    **## DoctoralConcepts.docx**

    1

    1

    Writer's Journal: Doctoral Concepts

    Writer's Journal: Doctoral Concepts

    **Reflection on My Role as a Doctoral Scholar**

    Stepping into the role of a doctoral scholar marks a new chapter in my academic journey, one that will require me to elevate both my writing and research practices. Unlike previous levels of study, the doctoral role emphasizes original contributions to knowledge, which means I must approach writing not only to communicate ideas but also to shape and advance scholarly conversations. This role will require me to think critically, analyze more deeply, and synthesize information across multiple perspectives. Moving forward, my writing must demonstrate precision, clarity, and a strong evidence-based foundation. My research, in turn, must go beyond summarizing existing knowledge to identify gaps, applying rigorous methods, and drawing meaningful conclusions that add value to my field.

    **Comfort and Discomfort with the Academic Writing Genre**

    I feel comfortable with the structured and formal aspects of academic writing, particularly the reliance on evidence, logical organization, and citation practices that hold writers accountable. I also find that outlining and revising multiple drafts helps me express my ideas clearly. However, I sometimes find the density of academic language and the expectation for highly technical precision to be challenging. Writing at this level often requires striking a balance between accessibility and sophistication, a skill I know I need to develop further. Additionally, I would benefit from more practice in synthesizing complex sources and integrating multiple perspectives seamlessly into my own argument, rather than allowing my work to feel like a summary of others’ ideas.

    **Essential Resources and Tools for My Writer’s Journal**

    As I progress in my doctoral studies, I want to include resources and tools that support both the technical and conceptual aspects of my writing. Organizing these materials into a centralized journal will help ensure consistency, efficiency, and clarity in my scholarly work.

    **APA Style Resources**

    ·
    _APA Style Official Website_ – Offers authoritative guidelines for formatting, citations, and style.

    ·
    _Purdue OWL APA Guide_ – Provides practical examples and explanations to support proper application of APA rules.

    **Research Tools**

    ·
    _Google Scholar and Library Databases_ – Useful for locating peer-reviewed articles and current research in my field.

    ·
    _Citation Management Tools (Zotero or Mendeley)_ – Assist in efficiently organizing references and generating accurate citations.

    **Writing Aids**

    ·
    _Grammarly_ – Supports grammar, clarity, and readability improvements.

    ·
    _Templates and Notes_ – Especially for literature reviews, research methods, and academic vocabulary development.

    **Personal Notes**

    ·
    _Key Definitions and Terminology_ – Ensures consistent understanding and application of disciplinary concepts.

    ·
    _Outlines and Checklists_ – Provide structured guidance for critical research processes, including problem statements and source evaluation.

    These resources will allow me to remain consistent, organized, and focused on producing high-quality scholarly writing. By curating them in one place, I am creating a living journal that supports my coursework while also serving as a valuable, evolving reference throughout my doctoral program and beyond.

    References

    American Psychological Association. (n.d.).
    _APA style_. https://apastyle.apa.org/

    Grammarly. (n.d.).
    _Grammarly: AI writing assistance_. https://www.grammarly.com/

    Mendeley. (n.d.).
    _Reference management software_. Elsevier. https://www.mendeley.com/

    Purdue Online Writing Lab. (n.d.).
    _APA style introduction_. Purdue University. https://owl.purdue.edu/owl/research_and_citation/apa_style/apa_style_introduction.html

    Zotero. (n.d.).
    _Your personal research assistant_. https://www.zotero.org/

    **ENG8010ResearchPlantemplate_Module32.docx**

    This file is too large to display. [View in new window](https://www.sweetstudy.com/files/eng8010researchplantemplate-module32-docx)

    – 1
    – 2
    – 3

  • [Solved] Perception of nursing

    ✓ Verified Academic Solution Available

    Executive Solution Overview

    \ Image9-2-25at9.46PM.jpeg](https://www.sweetstudy.com/files/image9-2-25at9-46pm-jpeg "Image9-2-25at9.46PM.jpeg")

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    \
    Image9-2-25at9.46PM.jpeg](https://www.sweetstudy.com/files/image9-2-25at9-46pm-jpeg "Image9-2-25at9.46PM.jpeg")

  • [Solved] First psychiatric interview?

    ✓ Verified Academic Solution Available

    Executive Solution Overview

    1-What are the primary aims of the first psychiatric interview? 2-How should the initial interview be organized? Two scholarly sources references are required unless stated otherwise by your professor.

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    Assignment Prompt & Instructions

    1-What are the primary aims of the first psychiatric interview?
    2-How should the initial interview be organized?
    Two scholarly sources references are required unless stated otherwise by your professor.

  • [Solved] MS1 CS

    ✓ Verified Academic Solution Available

    Executive Solution Overview

    Write and submit a page paper that evaluates how business and societal trends impact leadership decisions in your chosen company. Base your evaluation on information from your company research in the eight contexts important for leading a business: 1. Identify and describe the selected company’s **…

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    Assignment Prompt & Instructions

    Write and submit a page paper that evaluates how business and societal trends impact leadership decisions in your chosen company. Base your evaluation on information from your company research in the eight contexts important for leading a business:
    1. Identify and describe the selected company’s **business and societal trends.** Include specific examples and evidence.
    1. An example of a company’s business trend: The company’s vision is to become a global leader in innovative technology that improves people’s lives.
    2. An example of a company’s societal trend: To lead the fashion industry in sustainability, the company is fostering a more equitable and eco-conscious future.
    2. Identify and describe the **historical evolution of business and societal trends** in your selected company. Include specific examples and evidence of how the trends have changed over time.
    1. An example of a company’s historical evolution in business trends: Apple was founded in April 1976 in Cupertino, California. The company’s first product, the Apple 1 computer, was introduced. Apple established itself as a pioneer in the personal computer industry with user-friendly products and a unique graphical user interface.
    2. An example of a company’s historical evolution in societal trends: Ben & Jerry’s is an ice cream company known for its commitment to social and environmental causes. It was founded by Ben Cohen and Jerry Greenfield in 1978 in Burlington, Vermont. The company’s social mission from the beginning was to incorporate a strong social mission with a focus on using its business to make a positive impact on the community.
    3. Identify the **political events** that affected the leadership of the company. Be specific with examples and evidence. 1. An example of a company’s political events that affected the leadership of the business: The Enron scandal in the early 2000s led Enron’s top executives, including Chairman and CEO Ken Lay and President Jefferey Skilling, to resign.
    4. Explain how company leadership responded to **economic and financial challenges** that affected the company. Include specific examples and evidence.
    1. An example of a company’s response to economic and financial challenges: The 2008 global financial crisis (GFC) was a severe worldwide economic crisis that was triggered by the collapse of Lehman Brothers, a major investment bank. The GFC resulted in a deep recession in many countries, financial market turmoil, and widespread economic hardship. The company responded by implementing cost-cutting measures. This included layoffs, reducing nonessential expenses, and optimizing operations for efficiency. The business further responded by diversifying its product lines and expanding into new markets to reduce the reliance on specific industries or regions that were particularly affected by the crisis.
    5.  Describe how company leadership responded to **social and cultural events** that affected the company. Include specific examples and evidence.
    1. An example of a company’s response to social and cultural events that affected the company: The Starbucks Corporation was the center of a racial profiling incident in 2018. Starbucks responded by immediately apologizing and closing all of its stores for a day of racial bias education training. The leaders announced a series of policy changes aimed at preventing future incidents of racial profiling. Starbucks leaders engaged with community leaders and activists to address concerns and seek input on initiatives related to racial diversity and inclusivity.
    6.  Explain the **geopolitical events** that affected the company. Use specific examples and evidence.
    1. An example of a company’s geopolitical event that affected the company: Boeing, a major American aerospace company, faced a series of challenges related to U.S.-China trade tensions. The escalating trade tensions directly affected Boeing because China is one of the company’s major markets for commercial aircraft. Boeing leaders actively engaged with government officials and industry stakeholders to advocate to resolve the trade dispute.
    7.  Identify the **technological events** that affected the company. Use specific examples and evidence.
    1. An example of a company’s technological event: Blockbuster was once a dominant force in the video rental industry with thousands of brick-and-mortar stores worldwide. Blockbuster recognized the potential for online movie rentals but entered the market relatively late. Netflix was growing in popularity and had already established a large customer base. In 2007, Blockbuster acquired Movielink, a movie rental service. But Blockbuster faced challenges in transitioning its existing customer base to online services.
    8.  Explain how the company took **proactive action** (internally and externally) to promote company sustainability.
    1. An example of a company taking proactive action to promote company sustainability: IBM faced significant challenges in the 1990s due to a changing technological landscape. IBM’s proactive internal actions were to change the leadership, transform the culture, and have a strategic focus. The tech company’s proactive external actions were to use a customer-centric approach, expand globally, promote strategic alliances, and diversify services. As a result of these proactive responses, the company not only survived but thrived in a rapidly evolving technology industry.
    Submission, APA, 8 pages

  • [Solved] Article

    ✓ Verified Academic Solution Available

    Executive Solution Overview

    Need help with article – ## Assessment-week3.docx **## Assessment-week3.docx** **Choose one of the assessments: Need by Thursday Sept 4 @ midnight** **Week 3:** Chapter 6 and 7 – Minnesota Multiphasic Personality Inventory-2 and Adolescent Version (MMPI-2 and MMPI-A) **1-2 pages in length. You can c…

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    Assignment Prompt & Instructions

    Need help with article

    – ## Assessment-week3.docx

    **## Assessment-week3.docx**

    **Choose one of the assessments: Need by Thursday Sept 4 @ midnight**

    **Week 3:** Chapter 6 and 7 – Minnesota Multiphasic Personality Inventory-2 and

    Adolescent Version (MMPI-2 and MMPI-A)

    **1-2 pages in length. You can choose one test that was studied that week and critique it. These will be due weeks 3-7. You need to discuss the description and purpose of the instrument, the population it was designed to assess, the results that it will provide, and interpretations that can be made from those. The papers MUST follow APA format. (Points will be deducted for failure to adhere to APA guidelines.) You are certainly able to use outside research sources in addition to your textbook. Your paper will go through Turnitin.com as you submit it under the tab in Blackboard**.
    **AI generated work will not be accepted. Do not use Grammarly as it will often flag your work as AI. The same is true for the newest version of Word. Let these papers be your own work completely.**

    **## Assessment-week3.docx**

    **Choose one of the assessments: Need by Thursday Sept 4 @ midnight**

    **Week 3:** Chapter 6 and 7 – Minnesota Multiphasic Personality Inventory-2 and

    Adolescent Version (MMPI-2 and MMPI-A)

    **1-2 pages in length. You can choose one test that was studied that week and critique it. These will be due weeks 3-7. You need to discuss the description and purpose of the instrument, the population it was designed to assess, the results that it will provide, and interpretations that can be made from those. The papers MUST follow APA format. (Points will be deducted for failure to adhere to APA guidelines.) You are certainly able to use outside research sources in addition to your textbook. Your paper will go through Turnitin.com as you submit it under the tab in Blackboard**.
    **AI generated work will not be accepted. Do not use Grammarly as it will often flag your work as AI. The same is true for the newest version of Word. Let these papers be your own work completely.**