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