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GitHub topics: decision-tree-id3

milaan9/Python_Decision_Tree_and_Random_Forest

I've demonstrated the working of the decision tree-based ID3 algorithm. Use an appropriate data set for building the decision tree and apply this knowledge to classify a new sample. All the steps have been explained in detail with graphics for better understanding.

Language: Jupyter Notebook - Size: 3.9 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 261 - Forks: 203

nightspite/id3-c45-classifier

Simple implementation of the ID3 + C4.5 algorithm for decision tree learning

Language: Python - Size: 46.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

aayush301/Machine-learning-lab

This repository contains several ML algorithms wriiten from scratch that are covered in ML lab.

Language: Jupyter Notebook - Size: 237 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

stressGC/Python-ID3-Charvat-Harvat-Entropy

Python implementation of the ID3 algorithm, customed with the Charvat & Harvat entropy

Language: Python - Size: 7.05 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1

Related Keywords
decision-tree-id3 4 id3-algorithm 3 decision-tree 2 decision-tree-classifier 2 decision-tree-c45 2 python 2 ml-algorithms-from-scratch 1 linear-regression 1 k-nearest-neighbors 1 k-means-clustering 1 jupyter-notebook 1 ensemble-learning 1 decision-tree-cart 1 data-preprocessing 1 bagging-ensemble 1 artificial-neural-networks 1 cart-algorithm 1 model-training-and-evaluation 1 naive-bayes-classifier 1 pandas 1 python-libraries 1 stacking-ensemble 1 data-mining 1 entropy 1 entropy-calculation 1 research 1 scikit-learn 1 uqac 1 decision-tree-algorithm 1 decision-tree-classification 1 decision-tree-playgolf 1 dtreeviz 1 graphviz 1 iris-classification 1 python-decision-tree 1 python-decisiontreeclassifier 1 python-tutorial-github 1 python-tutorial-notebook 1 python4beginner 1 python4datascience 1 python4everybody 1 random-forest 1 tutor-milaan9 1 c45 1 c45-algorithm 1 c45-decision-tree 1 c45-trees 1 decision-trees 1 id3 1 adaboost 1