Accuracy and its shortcomings: Precision, Recall to the rescue
This article was published as a part of the Data Science Blogathon. Introduction Have you ever been in a situation, where you were not …
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How to Choose Evaluation Metrics for Classification Models
This article was published as a part of the Data Science Blogathon. INTRODUCTION Yay!! So you have successfully built your classification model. What should …
Precision vs. Recall – An Intuitive Guide for Every Machine Learning Person
Overview Precision and recall are two crucial yet misunderstood topics in machine learning We’ll discuss what precision and recall are, how they work, and …
Everything you Should Know about Confusion Matrix for Machine Learning
Confusion Matrix – Not So Confusing! Have you been in a situation where you expected your machine learning model to perform really well but …
Practical Guide to deal with Imbalanced Classification Problems in R
Introduction We have several machine learning algorithms at our disposal for model building. Doing data based prediction is now easier like never before. Whether …
