Blog

2018-08-11 Linear compression in python: PCA vs unsupervised feature selection
2018-03-03 Integration method to map model scores to conversion rates from example data
2017-11-25 Gaussian Processes
2017-07-29 Logistic Regression
2017-03-18 Model AUC depends on test set difficulty
2016-10-15 Deep reinforcement learning, battleship
2016-08-07 Bayesian Statistics: MCMC
2016-05-29 Linear Regression
2016-02-14 Independent component analysis
2015-12-05 Principal component analysis
2015-08-01 Leave-one-out cross-validation
2015-03-13 Machine Learning Methods: Decision trees and forests
2014-12-20 Machine Learning Methods: Classification without negative examples