Assignment 3 Hyperparameter tuning for random forest, decision tree and SVC
Comparison of results Baseline Random Forest:77.7777 Tuned Random Forest: 82.63 Baseline Decision Tree (gini index):66.66 Baseline Decision Tree (Entropy):69.64 Tuned Decision Tree:71.52 using Gini Baseline SVC:80.952 Tuned SVC:84.02 SVC seems to give the best result for classification.