{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"id": "dW9C26GZCIJc"
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"source": [
"# The overview of the basic approaches to solving the Uplift Modeling problem\n",
"\n",
"
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"
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" \n",
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"
\n", " | feature_name | \n", "feature_score | \n", "
---|---|---|
0 | \n", "first_redeem_time | \n", "65.214393 | \n", "
1 | \n", "issue_redeem_delay | \n", "12.564364 | \n", "
2 | \n", "age | \n", "7.891613 | \n", "
3 | \n", "first_issue_time | \n", "7.262806 | \n", "
4 | \n", "treatment | \n", "4.362077 | \n", "
5 | \n", "gender | \n", "2.704747 | \n", "
\n",
" \n",
"
\n",
" \n",
"
\n", " | approach | \n", "uplift@30% | \n", "
---|---|---|
1 | \n", "ClassTransformation | \n", "0.061775 | \n", "
2 | \n", "TwoModels | \n", "0.051637 | \n", "
3 | \n", "TwoModels_ddr_control | \n", "0.047793 | \n", "
0 | \n", "SoloModel | \n", "0.041614 | \n", "
4 | \n", "TwoModels_ddr_treatment | \n", "0.033752 | \n", "
\n", " | feature_name | \n", "feature_score | \n", "
---|---|---|
0 | \n", "first_redeem_time | \n", "79.642055 | \n", "
1 | \n", "age | \n", "8.808502 | \n", "
2 | \n", "issue_redeem_delay | \n", "5.113192 | \n", "
3 | \n", "first_issue_time | \n", "3.558522 | \n", "
4 | \n", "gender | \n", "2.877728 | \n", "