Overfitting

overfitover-fittedover-fitoverfittedexcessive number of parametersover-trainedoverfitsrobust machine learningunder-fitted
In statistics, overfitting is "the production of an analysis that corresponds too closely or exactly to a particular set of data, and may therefore fail to fit additional data or predict future observations reliably".wikipedia
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