Why ROC & AUC Are a Big Deal #shorts #trending #interesting #importantfacts #facts #science #data
ROC and AUC aren’t just for data scientists — they’re crucial for models in real-world situations, especially when the data is imbalanced.
📉 ROC Curve shows how prediction thresholds affect outcomes.
🎯 AUC gives a single number to measure model performance across all those thresholds.
Perfect for evaluating models in fraud detection, medical diagnosis, and more.
👉 Like and subscribe for more bite-sized machine learning tips!
Видео Why ROC & AUC Are a Big Deal #shorts #trending #interesting #importantfacts #facts #science #data канала Sathwik
📉 ROC Curve shows how prediction thresholds affect outcomes.
🎯 AUC gives a single number to measure model performance across all those thresholds.
Perfect for evaluating models in fraud detection, medical diagnosis, and more.
👉 Like and subscribe for more bite-sized machine learning tips!
Видео Why ROC & AUC Are a Big Deal #shorts #trending #interesting #importantfacts #facts #science #data канала Sathwik
ROC curve AUC machine learning metrics model evaluation data science imbalanced datasets classification metrics binary classification AUC score ROC explained threshold tuning model performance confusion matrix precision recall ML evaluation supervised learning fraud detection models ROC vs Accuracy ROC importance AUC benefits
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29 мая 2025 г. 18:49:34
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