Data mining Algorithms

This repository contains most common Algorithms used in Data Mining.

Data model

Data sets are generated manually in this program to understand the algorithm properly.

• Datasets can be changed as required once you understand the algorithm.

Classification

• Nearest Neighbour Algorithm - K-Nearest Neighbour Algorithm
  • Source - Nearest Neighbour Algorithm - Wikipedia
• Bayesian Classifier Algorithm - Naive Bayesian Classifier
  • Source - 6 Easy Steps to Learn Naive Bayes Algorithm (with codes in Python and R)

Clustering

• DBSCAN Algorithm - Density Based Scan method
  • Source - Machine Learning - DBSCAN
• K-means Algorithm - K-means algorithm (Centroid method)
  • Source - K means clustering algorithm with solved example(Video - YouTube)

Authors

• Sushant Paudel - Sushant Paudel