Simple guide to confusion matrix terminology

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2026-10-10

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1. ▲
   Confusion matrix en.wikipedia.org

   site category #naming link ↗

   A tabular summary of a classifier's "confusion", i.e., how often it thought to make correct predictions when it actually didn't.

2. ▲
   Guide to an in-depth understanding of logistic regression dataschool.io

   site category #machine-learning-tutorials link ↗
3. ▲
   ROC and AUC Explained dataschool.io

   site category #machine-learning-tutorials link ↗

   (related video)

4. ▲
   Comparison Supervised Learning Algorithms dataschool.io

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5. ▲
   A Beginner's Guide To Understanding Convolutional Neural Networks adeshpande3.github.io

   site category #deep-learning link ↗
6. ▲
   Visualising and Understanding CNNs cs.nyu.edu

   site category #machine-learning-tutorials link ↗