Structures In Dataset And Problem Of Overfitting - IT/Computer Science Assignment Help

Assignmet Task -

INTRODUCTION 

So far you saw some techniques how to  

Explore structures in a dataset 

Detect relationships/effects in a dataset 

And make predictions based on these relationships/effects

Learning goals today:  

Understand intuition behind “good” models from an explaining and  predicting perspective 

Understand the problem of “overfitting” 

Understand various techniques/metrics to evaluate the predictive  performance of models for regression and classification problems

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