Statistical learning methods :( study notes) ------ Chapter III K nearest neighbor algorithm

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Statistical learning methods :( study notes) ------ Chapter III K nearest neighbor algorithm

Statistical learning methods :( study notes) ------ Chapter III K nearest neighbor algorithm

K-nearest neighbor algorithm

K-nearest neighbor algorithm

principle
General flow algorithm

K nearest neighbor model

model
Distance Measurement
Select the K value
Classification decision rule

K implement neighborhood: kd tree

Kd tree construction
Kd tree search

Statistical learning methods :( study notes) ------ Chapter III K nearest neighbor algorithm

K-nearest neighbor algorithm

Here Insert Picture Description

K-nearest neighbor algorithm

Here Insert Picture Description

principle

Here Insert Picture Description

General flow algorithm

Here Insert Picture Description

K nearest neighbor model

model

Here Insert Picture Description

Distance Measurement

Here Insert Picture Description

Select the K value

Here Insert Picture Description

Classification decision rule

Here Insert Picture Description

K implement neighborhood: kd tree

Here Insert Picture Description

Kd tree construction

Here Insert Picture Description

Kd tree search

Here Insert Picture Description

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Statistical learning methods :( study notes) ------ Chapter III K nearest neighbor algorithm

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