Model evaluation, model selection, and algorithm selection in machine learning - Part I

Model evaluation, model selection, and algorithm selection in machine learning - Part I

Machine learning has become a central part of our life - as consumers, customers, and hopefully as researchers and practitioners! Whether we are applying predictive modeling techniques to our research or business problems, I believe we have one thing in common: We want to make "good" predictions!