This video explains binary classification, decision thresholds, and the trade-off between false positives and false negatives. Using real-world examples like cancer diagnosis, spam filtering, and self-driving cars, I show how thresholds shape model behavior and why there’s no single “correct” choice. Models predict but humans decide.
I made this video because I really enjoy watching educational videos, specifically mathematical ones, and wanted to try making one myself. I hope you enjoy and learn something. Thanks for watching.
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#machinelearning #maths #mathanimation #mathmodel #artificialintelligence #thresholdml #classification
