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addin gsummaries
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glamp committed Sep 12, 2013
1 parent 6c3575b commit f98eba0
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Showing 14 changed files with 2,572 additions and 2,364 deletions.
240 changes: 182 additions & 58 deletions notebooks/.ipynb_checkpoints/1 - Importing Data-checkpoint.ipynb

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"cell_type": "markdown",
"metadata": {},
"source": [
"##Redo the model, but this time have a training/test set."
"###Redo the model, but this time have a training/test set."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"##We just did the following\n",
"\n",
"- Learned about `scikit-learn` and what it's used for\n",
"- Used CART to build a decision tree classifier and visualized it\n",
"- Build a regression model using `scikit-learn`"
]
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
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10 changes: 10 additions & 0 deletions notebooks/.ipynb_checkpoints/1.6 - Imputing Data-checkpoint.ipynb
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"- How might you evaluate the effectiveness of your imputation?"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"##We just did the following\n",
"\n",
"- Split our data into a training set for building our model and a test set for evaluating its performance\n",
"- Used KNearestNeighbors to fill in missing values for `monthly_income`"
]
},
{
"cell_type": "code",
"collapsed": false,
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