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Using the Young People Survey Dataset, the task is to predict a person’s “Empathy” as either “very empathetic” (answers 4 and 5) or “not very empathetic” (answers 1, 2, and 3)

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prats13bag/empathy-prediction

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1. Problem Statement

Using the Young People Survey dataset, predict a person’s “Empathy” as either “very empathetic” (answers 4 and 5) or “not very empathetic” (answers 1, 2, and 3).

2. Software Requirements

  • Jupyter Notebook
  • Python 3.6 or later

3. Dependencies

  • scikit-learn 0.20.0
  • numpy 1.15.3
  • pandas 0.23.4
  • matplotlib 3.0.1

4. Execution Steps

A. using python shell

    1. Navigate to the directory where the project is cloned
    2. Issue python train.py (skip this step to directly load & test the model)
    3. Issue python test.py

B. using jupyter notebook

    - To Train & Test, run each cell of the notebook in sequential order
    - To Test only, locate "Unpickle to predict" in the notebook and run cells following that.

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Using the Young People Survey Dataset, the task is to predict a person’s “Empathy” as either “very empathetic” (answers 4 and 5) or “not very empathetic” (answers 1, 2, and 3)

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