ML Algorithms

Decision Tree, Random Forest, Boosting Techniques (AdaBoost)

Course Number : BITS F464

Contributors :

G V Sandeep
Kushagra Agrawal
Snehal Wadhwani
Tanmaya Dabral

Instructions to use

Install the eclipse version directly and import the project directly into your workspace.
OR go to Deliverable and then compile & run ID3.java

Comparison

	ID3	Random Forest	AdaBoost
Running Time	10 Seconds	250 Seconds	150 Seconds
Accuracy	81.32%	83.45%	84.6%

Note : Kindly view the ml-1.pdf for more details.