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mlproject's Introduction

Experimental study on the implementations of;

  1. ID3
  2. Adaboost on Tree Stumps
  3. Random Forest
  4. Naive Bayes
  5. Bagging with Naive Bayes
  6. K-Nearest Neighbors with two different distance functions.

Evaluated on;

  1. Breast cancer data
  2. Car data
  3. Ecoli data
  4. Letter recognition data
  5. Mushroom data

using 10 times 5-fold cross-validation, graded based on Accuracy and Standard deviation.

Written in Python3.x.

mlproject's People

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