karthickrajas / Data-Mining-and-Decision-Models

Assignment files of the course Data mining and decision models,of DoMS, IISc

Data Mining Assignments

• Optimization using Linprog optimizer on flight capacity
• Mapreduce function to study capacity, connection type, consumption on borewell data
• Comparision of Support vectors and Tree based machine learning techniques to analyse page-blocks dataset
• Mapreduce function for Minibatch K means algorithm

Decision Models Assignment

• Lift waiting time - a simulation based technique
• Multi Objective Optimization - finding pareto optimal decision boundary
• Deep Learning - using ANN and CNN to classify decade of music release
• DEA - Data Envelopment Analysis on performance of Indian States