de en es fr nl pl pt sv zh

overgenearlisation

Why the simplest explanation is always the best

msuzen

PreambleThe simplest explanation is always the best among the explanations that are representative.  It is called the principle of parsimony,  Occam's razor. It is the bedrock of scientific enlightenment. There is a recent development that people start to do a category error to discard this...

machine learning data science overfitting complexity complexity theory interpretable machine learning bayesian statistics. statistical models evalutionary computation overgenearlisation

The concept of overgeneralisation and goodness of rank : Overfitting is not about comparing training and test learning curves

msuzen

Preamble     Walt Disney Hall, Los Angeles  (Wikipedia)Unfortunately, it is still thought in machine learning classes that overfitting can be detected by comparing training and test learning curves on the single model's performance.  The origins of this misconception is unknown. Looks like an...

machine learning stat interpretable machine learning connectionist learning overgenearlisation bayesian inference