Why does overfitting happen? Machine Learning Why does overfitting happen? Answer: The possibility of overfitting exists as the criteria used for training the model is not the same as the criteria used to judge the efficacy of a model. Learn More : Share this Share on FacebookTweet on TwitterPlus on Google+