wfsg00098/MachineLearningLab

Some experiments about Machine Learning

MachineLearningLab

1. Bank Marketing Data Set
   • Blog
2. Frequent Itemset Mining
   • Generate synthetic datasets using the IBM Synthetic Data Generator for Itemsets and Sequences available at https://github.com/zakimjz/IBMGenerator.
   • Blog
   • Apriori
   • FP-growth
3. PM2.5 Prediction
   • Kaggle: https://www.kaggle.com/c/ml2016-pm2-5-prediction
   • PDF
   • Gradient Descent
4. Chinese Word Segmentation
   • Blog
   • Averaged Perceptron
5. K-Means
   • Report
   • Blog
6. GMM
   • Report
7. Linear Classifiers
   • Report
   • LMSE
   • Perceptron