7 min readStatistical Learning Theory
Why Learning From Data Works At All
The gap between the error you measure and the error you will suffer, why picking the best of a thousand identical hypotheses makes it look 0.1149 better than chance, how capacity is counted for infinite model classes, and the theorem that equalises every learner - with the assumption that makes it true.
Machine LearningMathematics