/DataMiningAlgorithms

Crisp Methodology Data Mining tool, EDA, Pre-Processing, Create and Evaluate Model.

Primary LanguagePython

Data Mining Algorithms

Crisp Methodology Data Mining tool, EDA, Pre-Processing, Create and Evaluate Model using pandas, numpy, sklearn, matplotlib & Tkinter for GUI.

Description

This tool takes train & test csv files and starts Crisp Methodology flow.

Pre-Processing

fill NaNs, Normalization and Discretization by user's selection

Create & Evaluate Model

Choose Algorithm from : Naive Bayes , ID3 , KNN , K-means - Implemented from scratch and from sklearn. Run the model on test file and get evalualtion.