Experimental study on the implementations of;
- ID3
- Adaboost on Tree Stumps
- Random Forest
- Naive Bayes
- Bagging with Naive Bayes
- K-Nearest Neighbors with two different distance functions.
Evaluated on;
- Breast cancer data
- Car data
- Ecoli data
- Letter recognition data
- Mushroom data
using 10 times 5-fold cross-validation, graded based on Accuracy and Standard deviation.
Written in Python3.x.