Maths & statistics

A Brief Introduction to Various Correlation Coefficients and When to Use Which

How to Plot ROC and Precision-Recall Curves

Beyond RetinaNet and Mask R-CNN: Single-shot Instance Segmentation with RetinaMask

An Introduction to Evaluation Metrics for Object Detection

RetinaNet Explained and Demystified

Multivariate Adaptive Regression Splines in a Nutshell

The Limitation of Accuracy of Classification Models

A Brief Introduction to Bagged Trees, Random Forest and Their Applications in R

How to Simulate Data Based on The Assumptions of Logistic Regression

CART Classification Tree in A Nutshell