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Machine-Intelligence-Expertise-Systems

EC60091 : Machine Intelligence & Expertise Systems ,Autumn 2019.

This repository includes all the Coding Assignments of the Machine Intelligence & Expertise Systems Course.
All the assignments are written in Python Language.

Directories included
Assignment1 : Decision Tree classifier for IRIS-data
Assignment2 : Clustering
Assignment3 : Metrics(ROC_curve and AUC)
Assignment4 : Neural Network to classify IRIS-data
Assignment5 : K-NN classifier to analyse banknote authencation
Assignment6 : Genetic Algorithm to predict the target string

Each directory includes the assignment Problem statement(.doc),README ,python code(.py) and the used datasets.

References:
•Machine Learning Textbook slides http://www.cs.cmu.edu/~tom/mlbook-chapter-slides.html