data

Transforms that captures the local patterns

Some sugar for data science

Empirical risk $R$ is a measurement the goodness of fit based on empirical information. Empirical …

ERM Empirical risk $R$ is a measurement the goodness of fit based on empirical information. …

The loss calculated on all the data points

The loss calculated on all the whole population

Data storage is diverse. For data on smaller scales, we are mostly dealing with some data files. …

The Gini impurity is a measurement of the impurity of a set.

The information is a measurement of the entropy of the dataset.