Uses of Package
org.drip.learning.bound

Packages that use org.drip.learning.bound

Package	Description
org.drip.learning.bound
org.drip.learning.rxtor1
org.drip.spaces.cover

Classes in org.drip.learning.bound used by org.drip.learning.bound

Class and Description
CoveringNumberLossBound CoveringNumberLossBound provides the Upper Probability Bound that the Loss/Deviation of the Empirical from the Actual Mean of the given Learner Class exceeds 'epsilon', using the Covering Number Generalization Bounds.

Classes in org.drip.learning.bound used by org.drip.learning.rxtor1

Class and Description
CoveringNumberLossBound CoveringNumberLossBound provides the Upper Probability Bound that the Loss/Deviation of the Empirical from the Actual Mean of the given Learner Class exceeds 'epsilon', using the Covering Number Generalization Bounds.
MeasureConcentrationExpectationBound MeasureConcentrationExpectationBound provides the Upper Bound of the Expected Loss between Empirical Outcome and the Prediction of the given Learner Class using the Concentration of Measure Inequalities.

Classes in org.drip.learning.bound used by org.drip.spaces.cover

Class and Description
DiagonalOperatorCoveringBound DiagonalOperatorCoveringBound implements the Behavior of the Bound on the Covering Number of the Diagonal Scaling Operator.