README.md

iris_ica_kmean_gmm_c4.5

2018 Spring: Taipei Tech course number 241591 "Machine Learning" homework 3.

System Environment

• Ubuntu16.04 LTS
• Python 3.0
• Libraries: Pandas, Numpy, matplotlib

Install Libraries in Unbuntu for Python3

sudo pip3 install pandas
sudo pip3 install numpy
sudo pip3 install matplotlib
sudo pip3 install graphviz

Problem 1: ICA

python3 ica_knn.py

Problem 2: k-means

python3 iris_k_mean.py

Problem 3: GMM

python3 gaussion_mixture_modle.py

Problem 4: C4.5 decision tree

python3 decision_tree_c45.py

Problem 5: C4.5 decision tree deal with continuous data

python3 decision_tree_c45_continuous.py