Evaluation Metrics for Binary Classification
So far, we have discussed the task of classification analysis along with a few version of logistic regression. We have also talked a bit about evaluating a classification task with…
The Overfitting Problem
So, I am here and let me fulfill my promise in the last post. Do you remember? We performed quadratic regression on the auto-mpg data and get a much better…
Cross-Validation
Remember how I said we had not learned to properly perform model evaluation a bit ago? Well, let us fix that today then! Recall, the point of predictive analysis is…