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Fix mrmr
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baniasbaabe committed Apr 28, 2024
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12 changes: 5 additions & 7 deletions book/machinelearning/featureselection.ipynb
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"cell_type": "code",
"execution_count": null,
"cell_type": "markdown",
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"Do you want to do Feature Selection automatically?\n",
"\n",
"Try mrmr.\n",
"Try `mrmr`.\n",
"\n",
"mrmr (minimum-Redundancy-Maximum-Relevance) is a minimal-optimal feature selection algorithm at scale.\n",
"`mrmr` (minimum-Redundancy-Maximum-Relevance) is a minimal-optimal feature selection algorithm at scale.\n",
"\n",
"It means mrmr will find the smallest relevant subset of features your ML Model needs.\n",
"It means `mrmr` will find the smallest relevant subset of features your ML Model needs.\n",
"\n",
"mrmr supports common tools like Pandas, Polars and Spark.\n",
"`mrmr` supports common tools like Pandas, Polars and Spark.\n",
"\n",
"See below how we want to select the best K features.\n",
"\n",
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