Java-in-Machine-Learning

Implementation of ML Algorithms in Java as a part of comparative study.

Adaboost vs RandomForest vs Desicion Trees(ID3)

AdaBoost

Random Forest

ID3

Random Forest :

Learning time on training data = 161sec

Accuracy = 76.37%

Adaboosting :

Learning time on training data = 111sec

Accuracy = 82.13%

ID3 :

Learning time on training data = 76.3sec

Accuracy = 80.55%