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🤖 AI & ML

Simple vs complex rules

A very simple rule (e.g. always predict 'yes') might miss patterns (bias). A very complex rule might fit noise (variance). In practice we try to find a balance.

3 min 10 XP Lesson 13 of 20
Simple vs complex rules

A very simple rule (e.g. always predict 'yes') might miss patterns (bias). A very complex rule might fit noise (variance). In practice we try to find a balance.

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Too simple a model can?