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KNN Algorithms, Naive Bayes, Classification Tree, PCA Implementations

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Classification Tree

Classification Tree

 
 

KNN Algorithms

KNN Algorithms

 
 

Naive Bayes

Naive Bayes

 
 

PCA

PCA

 
 

README.md

README.md

 
 

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Data-Mining

  • This repository consists of implemetations on:

    • KNN Algorithms (Moderate KNN, Fuzzy KNN, r Radius Neighbour KNN)
    • Naive Bayes
    • Classification Tree (Using Gini Index)
    • Principal Component Analysis

  • In each file, an additional README file can be found where the assumptions, steps and approaches are explained.

  • The files for the data are also attached in xls format.

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KNN Algorithms, Naive Bayes, Classification Tree, PCA Implementations

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naive-bayes pca knn knn-algorithm classification-tree

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