Mathematics, statistics and model quality

Practical explanations of mathematical models: overfitting, quality evaluation, result checks and limits on conclusions.

Compare a model's conclusions with the task conditions and evaluation method. Explanations and checks help you recognize overfitting and understand where results become unreliable.