/-Review-Decision-Tree-Workbook

Primary LanguageJupyter Notebook

Decision-Tree-Workbook (Review)

This workbook contains implementation of decision tree classifier and decision tree regressor in three ways:

  1. From scratch in python
  2. Using Scikit-Learn Library
  3. Using Tensorflow

Start Date:27 July
1.Learnt about different concepts of decision tree from https://machinelearningmastery.com/implement-decision-tree-algorithm-scratch-python/ sch as information gain,gini index etc.And developed decision tree classifier.
2.Learnt about splitting mechanism in decision tree regressor from different blogs and videos.And develped decision tree regressor.
End Date:22 Aug