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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
Sample Solution