prob to logodds

MIT-LCP · Feb 8, 2018 · 617cf49 · 617cf49
1 parent 358eea5
commit 617cf49
Showing 1 changed file with 7 additions and 7 deletions.
diff --git a/challenge-demo.ipynb b/challenge-demo.ipynb
@@ -24,14 +24,14 @@
  {
  "cell_type": "code",
  "execution_count": 704,
- "metadata": {},
+ "metadata": {
+ "collapsed": true
+ },
  "outputs": [],
  "source": [
  "# Data processing libraries\n",
  "import pandas as pd\n",
  "import numpy as np\n",
- "from datetime import datetime\n",
- "import itertools\n",
  "\n",
  "# Database libraries\n",
  "import psycopg2\n",
@@ -2264,10 +2264,10 @@
  },
  "outputs": [],
  "source": [
- "def prob2logit(prob):\n",
+ "def prob2logodds(prob):\n",
  " odds = prob / (1 - prob)\n",
- " logit = np.log(odds)\n",
- " return logit"
+ " logodds = np.log(odds)\n",
+ " return logodds"
  ]
  },
  {
@@ -2364,7 +2364,7 @@
  ],
  "source": [
  "weekend_grid['predict'] = adj_glm_int.predict(weekend_grid[['inday_icu_wkd','admission_type']])\n",
- "weekend_grid['log_odds'] = prob2logit(weekend_grid['predict'])\n",
+ "weekend_grid['log_odds'] = prob2logodds(weekend_grid['predict'])\n",
  "weekend_grid.set_index(['inday_icu_wkd','admission_type'])"
  ]
  },