GitHub - minlee2012/LearningAlgorithms: This repository contains various learning algorithms that I've implemented using Python such as knn, naive bayes, ID3 decision trees, and neural networks (Zurada's algorithm). There are also methods of creating better datasets such as k-fold cross-validation and the hold-out method.

minlee2012 / LearningAlgorithms Public

This repository contains various learning algorithms that I've implemented using Python such as knn, naive bayes, ID3 decision trees, and neural networks (Zurada's algorithm). There are also methods of creating better datasets such as k-fold cross-validation and the hold-out method.

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
ID3		ID3
KNN		KNN
Naives Bayes		Naives Bayes
Random Forest		Random Forest
Sample Datasets		Sample Datasets
.DS_Store		.DS_Store
Attribute.py		Attribute.py
Attribute.pyc		Attribute.pyc
Attributes.py		Attributes.py
Attributes.pyc		Attributes.pyc
Classifier.py		Classifier.py
Classifier.pyc		Classifier.pyc
DataSet.py		DataSet.py
DataSet.pyc		DataSet.pyc
Evaluator.py		Evaluator.py
Example.py		Example.py
Example.pyc		Example.pyc
Examples.py		Examples.py
Examples.pyc		Examples.pyc
ID3.py		ID3.py
Performance.py		Performance.py
Performance.pyc		Performance.pyc
TrainTestSets.py		TrainTestSets.py
backprop.py		backprop.py
knn.py		knn.py
main.py		main.py
nb.py		nb.py
rf.py		rf.py