November 4, 2018How Naive Bayes Algorithm Works? (with example and full code) Naive Bayes is a probabilistic machine learning algorithm based on the Bayes Theorem, used in a wide variety of classification tasks. In this post,…
March 11, 2018Caret Package – A Practical Guide to Machine Learning in R Caret Package is a comprehensive framework for building machine learning models in R. In this tutorial, I explain nearly all the core features of…
September 30, 2017Top 15 Evaluation Metrics for Classification Models Choosing the right evaluation metric for classification models is important to the success of a machine learning app. Monitoring only the ‘accuracy score’ gives…
September 13, 2017Logistic Regression – A Complete Tutorial With Examples in R Logistic regression is a predictive modelling algorithm that is used when the Y variable is binary categorical. That is, it can take only two…
