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Mind map

Generalization

Lingyun song Data Mining English

Map content

Generalization

  1. Overfitting

    • Perform well on training data
    • Bad on testing data
    • consider all training data important (including noise data)
    • low bias but high variance
    • model too complex
  2. underfitting

    • perform bad on training data

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Description
Data Mining Mind Map on Generalization, created by Lingyun song on 29/08/2016.
Created by
Lingyun song
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