Evaluating Probability Models
A video introduction on how to evaluate probability models using the statistical deviance. (link)
The Shift and Balance Fallacies
Two related fallacies I see in machine learning practice are the shift and balance fallacies (for an earlier simple fallacy, please see here). They involve thinking logistic regression has a bit simpler structure that it actually does, and also thinking logistic regression is a bit less powerful than it actually […]