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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