Naive Bayes is a probabilistic machine learning algorithm based on the Bayes Theorem, used in a wide variety of classification … Read More

## Caret 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 … Read More

## Top 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 … Read More

## Logistic 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 … Read More