data-folks / data-science-learning-path

Data Science Learning Path - A complete guide to learn data science for beginners
MIT License
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Add metrics, optimizer and NLP #11

Closed gabrielhozana closed 3 years ago

gabrielhozana commented 3 years ago

Maybe we can do this on metrics. Classification Metrics (accuracy, precision, recall, F1-score, ROC, AUC) Regression Metrics (MSE, MAE) Ranking Metrics (MRR, DCG, NDCG) Statistical Metrics (Correlation) Computer Vision Metrics (PSNR, SSIM, IoU) NLP Metrics (Perplexity, BLEU score)