16 lines
570 B
Plaintext
16 lines
570 B
Plaintext
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<frame title="pipeline">
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<list>
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<e>Again there are a couple modifiers possible</e>
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<l2st>
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<e>nonconst->remove constant features</e>
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<e>shuffle</e>
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<e>normalize('zscore'/'minmax')</e>
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<e>cut(10)->at most 10 datasets</e>
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<e>split->train test split, all anomalies in test set</e>
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<e>crossval(5)->similar to split, but do multiple times (crossvalidation)</e>
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</l2st>
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<e>modifiers interact with each other</e>
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<e>For example: normalize('minmax'), split</e>
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<e>->train set always below 1, but no guarantees for the test set</e>
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</list>
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</frame>
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