Evaluate Your Model – Metrics for Image Classification and Detection
ArticleVideo Book This article was published as a part of the Data Science Blogathon Deep learning techniques like image classification, segmentation, object detection are used …
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Demystification of Logistic Regression
ArticleVideo Book Overview Understand the limitations of linear regression for a classification problem, the dynamics, and mathematics behind logistic regression. Understand how GLM is …
Precision vs. Recall – An Intuitive Guide for Every Machine Learning Person
ArticleVideo Book Overview Precision and recall are two crucial yet misunderstood topics in machine learning We’ll discuss what precision and recall are, how they …
Everything you Should Know about Confusion Matrix for Machine Learning
ArticleVideo Book Confusion Matrix – Not So Confusing! Have you been in a situation where you expected your machine learning model to perform really …
Using Platt Scaling and Isotonic Regression to Minimize LogLoss Error in R
ArticleVideo Book Introduction This article is best suited for people who actively (or are aspiring to) participate in data science / machine learning competitions …
