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ML Data Setup
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"metadata": { | |
"collapsed": true | |
}, | |
"outputs": [], | |
"source": [ | |
"def preprocess_titanic_df(df):\n", | |
" processed_df = df.copy()\n", | |
" le = preprocessing.LabelEncoder()\n", | |
" processed_df.sex = le.fit_transform(processed_df.sex)\n", | |
" processed_df.embarked = le.fit_transform(processed_df.embarked)\n", | |
" processed_df = processed_df.drop(['name','ticket','home.dest'],axis=1)\n", | |
" return processed_df" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"metadata": { | |
"collapsed": false | |
}, | |
"outputs": [], | |
"source": [ | |
"processed_df = preprocess_titanic_df(titanic_df)" | |
] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.4.2" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 0 | |
} |
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