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Drop ref to stratified splitting.
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site/en/tutorials/structured_data/imbalanced_data.ipynb

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"id": "8a_Z_kBmr7Oh"
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},
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"source": [
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"Given the small number of positive labels, this seems about right. In case the average class probability deviates by a large amount, one could use a stratified splitting scheme.\n",
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"Given the small number of positive labels, this seems about right.\n",
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"\n",
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"Normalize the input features using the sklearn StandardScaler.\n",
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"This will set the mean to 0 and standard deviation to 1.\n",

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