big data assignment

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Guidelines

  • Write you response as a research analysis with explanation and APA Format
  • Share the code and the plots
  • Put your name and id number
  • Upload Word document and ipynb file from google colab

HW04 Cover Sheet – Analyze the following dataset

  • Apply the KNN, Decision Tree and Random Forest algorithm on the iris data set
    • Apply KNN algorithm work with iris dataset (knn_iris.ipynb)
    • Plot the Decision tree and feature importance for iris dataset (Decisiontree_Randomforest.ipynb)
  • Heart Disease Dataset

Deliverable – your own research paper with analysis

Predict heart disease in patients –

https://archive.ics.uci.edu/ml/datasets/Heart+Disease

https://www.kaggle.com/ronitf/heart-disease-uci

Start with exploratory data analysis

  • KNN
  • Decision Trees
  • Random Forest

You should have your own conclusions and references in the en

 
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