Measurement

Measurements in machine learning

Introduction: My Knowledge Cards

Information Gain

Published:
Category: { Machine Learning } { Measurement }
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Summary: The information is a measurement of the entropy of the dataset.
Pages: 4

Gini Impurity

Published:
Category: { Machine Learning } { Measurement }
Tags:
Summary: The Gini impurity is a measurement of the impurity of a set.
Pages: 4

Population Loss

Published:
Category: { Machine Learning } { Measurement }
Summary: The loss calculated on all the whole population
Pages: 4

Empirical Loss

Published:
Category: { Machine Learning } { Measurement }
Summary: The loss calculated on all the data points
Pages: 4