ML2016

Machine Learning, 2016 Fall

details of HWs

Hw1 - PM2.5 prediction

• linear regression

Hw2 - Spam mail classfication

• logistic regression
• DNN

Hw3 - cifar10 image classfication

• CNN
• autoencoder
• semi-supervised learning

Hw4 - document classfication

• Word2Vec
• Naive-Bayes
• dimension-reduction