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removing the target column
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@slayerrr12
slayerrr12 committed Oct 23, 2023
1 parent 799476c commit 45a20bb
Showing 1 changed file with 284 additions and 1 deletion.
285 changes: 284 additions & 1 deletion ScikitLearn/basicScikitLearn.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -161,8 +161,291 @@
]
},
{
"cell_type": "markdown",
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"# features matrix\n",
"X = heart_data.drop(\"target\",axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>age</th>\n",
" <th>sex</th>\n",
" <th>cp</th>\n",
" <th>trestbps</th>\n",
" <th>chol</th>\n",
" <th>fbs</th>\n",
" <th>restecg</th>\n",
" <th>thalach</th>\n",
" <th>exang</th>\n",
" <th>oldpeak</th>\n",
" <th>slope</th>\n",
" <th>ca</th>\n",
" <th>thal</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>63</td>\n",
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" <td>3</td>\n",
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" <tr>\n",
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" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>303 rows × 13 columns</p>\n",
"</div>"
],
"text/plain": [
" age sex cp trestbps chol fbs restecg thalach exang oldpeak \n",
"0 63 1 3 145 233 1 0 150 0 2.3 \\\n",
"1 37 1 2 130 250 0 1 187 0 3.5 \n",
"2 41 0 1 130 204 0 0 172 0 1.4 \n",
"3 56 1 1 120 236 0 1 178 0 0.8 \n",
"4 57 0 0 120 354 0 1 163 1 0.6 \n",
".. ... ... .. ... ... ... ... ... ... ... \n",
"298 57 0 0 140 241 0 1 123 1 0.2 \n",
"299 45 1 3 110 264 0 1 132 0 1.2 \n",
"300 68 1 0 144 193 1 1 141 0 3.4 \n",
"301 57 1 0 130 131 0 1 115 1 1.2 \n",
"302 57 0 1 130 236 0 0 174 0 0.0 \n",
"\n",
" slope ca thal \n",
"0 0 0 1 \n",
"1 0 0 2 \n",
"2 2 0 2 \n",
"3 2 0 2 \n",
"4 2 0 2 \n",
".. ... .. ... \n",
"298 1 0 3 \n",
"299 1 0 3 \n",
"300 1 2 3 \n",
"301 1 1 3 \n",
"302 1 1 2 \n",
"\n",
"[303 rows x 13 columns]"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"X"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"Y = heart_data[\"target\"]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
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