37 min read

A Crash Course on Model Calibration

Modern neural networks being trained today are highly misleading. They appear to be heavily overconfident in their predictions. For instance, if a model predicts an event with a 70% probability, then ideally, out of 100 such predictions, approximately 70 should result in the event occurring. However, many experiments have revealed