Calibration, Data Science, Machine Learning, Supervised Learning, Regression.
prediction is not calibrated, the model outputs may mislead anyone taking action based on its immediate model outputs. A calibrated model with a score 0.8 probability will actually mean that the instance has an 80% chance of being True. The easiest way to assess the calibration of your model is