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Notes On The Isotonic Regression

The isotonic regression is used to fit monotonic curve, and classifier calibration is a typical use case.

Notes On The Isotonic Regression

The isotonic regression is used to fit monotonic curve, and classifier calibration is a typical use case.

Notes On Ensembles Of Decision Trees

Introduction to the random forest decision tree, the gradient boosting regression tree, and the adaptive boosting classification tree.

Notes On Ensembles Of Decision Trees

Introduction to the random forest decision tree, the gradient boosting regression tree, and the adaptive boosting classification tree.

Notes On Classification And Regression Trees

A very rough view on the CART, without the mention of implementation details.

Notes On Classification And Regression Trees

A very rough view on the CART, without the mention of implementation details.

Notes On Significance Test Revisit

The type I error, the type II error, and some other concepts in the significance test.

Notes On Significance Test Revisit

The type I error, the type II error, and some other concepts in the significance test.

Notes On Balls And Boxes

Basics on combination and permutation.

Notes On Balls And Boxes

Basics on combination and permutation.

Notes On Stirling Numbers Of The Second Type

It is the number of ways to partition a set of objects into non-empty subsets.

Notes On Stirling Numbers Of The Second Type

It is the number of ways to partition a set of objects into non-empty subsets.

Notes On The Matching Problem

A random experiment, also called the matching experiment.

Notes On The Matching Problem

A random experiment, also called the matching experiment.

Notes On The Inclusion Exclusion Principle

The inclusion-exclusion principle is a generalized technique for finding the cardinality of the union of sets.

Notes On The Inclusion Exclusion Principle

The inclusion-exclusion principle is a generalized technique for finding the cardinality of the union of sets.

Notes On Sign Test

A more detailed view on sign test, which is a statistical method to test for consistent differences between pairs of observations.

Notes On Sign Test

A more detailed view on sign test, which is a statistical method to test for consistent differences between pairs of observations.