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Bradlee Speice 2016-12-09 13:36:22 -05:00
parent 33cab72368
commit e9dbc94ca4
1 changed files with 7 additions and 2 deletions
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Default Prediction.ipynb
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@ -844,7 +844,8 @@
"name": "stdout", "name": "stdout",
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"Test accuracy: 93.651%\n" "Model test accuracy: 93.651%\n",
"Naive test accuracy: 89.952%\n"
] ]
} }
], ],
@ -859,7 +860,11 @@
" rf = pickle.load(handle)\n", " rf = pickle.load(handle)\n",
" score = rf.score(test_x, test_y)\n", " score = rf.score(test_x, test_y)\n",
" \n", " \n",
" print 'Test accuracy: {:.3f}%'.format(score*100)" " print 'Model test accuracy: {:.3f}%'.format(score*100)\n",
" \n",
"print 'Naive test accuracy: {:.3f}%'.format(\n",
" (1 - test_y.mean())*100\n",
")"
] ]
} }
], ],