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[lab_model_evaluation] Mikel Vallejo #8

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[lab_model_evaluation] Mikel Vallejo #8

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107 changes: 90 additions & 17 deletions your-code/main.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,7 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -35,7 +35,7 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
Expand All @@ -57,11 +57,51 @@
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# Your code here:\n"
"execution_count": 3,
"metadata": {},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
" class cap-shape cap-surface cap-color bruises odor gill-attachment \\\n",
"0 p x s n t p f \n",
"1 e x s y t a f \n",
"2 e b s w t l f \n",
"3 p x y w t p f \n",
"4 e x s g f n f \n",
"\n",
" gill-spacing gill-size gill-color ... stalk-surface-below-ring \\\n",
"0 c n k ... s \n",
"1 c b k ... s \n",
"2 c b n ... s \n",
"3 c n n ... s \n",
"4 w b k ... s \n",
"\n",
" stalk-color-above-ring stalk-color-below-ring veil-type veil-color \\\n",
"0 w w p w \n",
"1 w w p w \n",
"2 w w p w \n",
"3 w w p w \n",
"4 w w p w \n",
"\n",
" ring-number ring-type spore-print-color population habitat \n",
"0 o p k s u \n",
"1 o p n n g \n",
"2 o p n n m \n",
"3 o p k s u \n",
"4 o e n a g \n",
"\n",
"[5 rows x 23 columns]"
],
"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>class</th>\n <th>cap-shape</th>\n <th>cap-surface</th>\n <th>cap-color</th>\n <th>bruises</th>\n <th>odor</th>\n <th>gill-attachment</th>\n <th>gill-spacing</th>\n <th>gill-size</th>\n <th>gill-color</th>\n <th>...</th>\n <th>stalk-surface-below-ring</th>\n <th>stalk-color-above-ring</th>\n <th>stalk-color-below-ring</th>\n <th>veil-type</th>\n <th>veil-color</th>\n <th>ring-number</th>\n <th>ring-type</th>\n <th>spore-print-color</th>\n <th>population</th>\n <th>habitat</th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>0</th>\n <td>p</td>\n <td>x</td>\n <td>s</td>\n <td>n</td>\n <td>t</td>\n <td>p</td>\n <td>f</td>\n <td>c</td>\n <td>n</td>\n <td>k</td>\n <td>...</td>\n <td>s</td>\n <td>w</td>\n <td>w</td>\n <td>p</td>\n <td>w</td>\n <td>o</td>\n <td>p</td>\n <td>k</td>\n <td>s</td>\n <td>u</td>\n </tr>\n <tr>\n <th>1</th>\n <td>e</td>\n <td>x</td>\n <td>s</td>\n <td>y</td>\n <td>t</td>\n <td>a</td>\n <td>f</td>\n <td>c</td>\n <td>b</td>\n <td>k</td>\n <td>...</td>\n <td>s</td>\n <td>w</td>\n <td>w</td>\n <td>p</td>\n <td>w</td>\n <td>o</td>\n <td>p</td>\n <td>n</td>\n <td>n</td>\n <td>g</td>\n </tr>\n <tr>\n <th>2</th>\n <td>e</td>\n <td>b</td>\n <td>s</td>\n <td>w</td>\n <td>t</td>\n <td>l</td>\n <td>f</td>\n <td>c</td>\n <td>b</td>\n <td>n</td>\n <td>...</td>\n <td>s</td>\n <td>w</td>\n <td>w</td>\n <td>p</td>\n <td>w</td>\n <td>o</td>\n <td>p</td>\n <td>n</td>\n <td>n</td>\n <td>m</td>\n </tr>\n <tr>\n <th>3</th>\n <td>p</td>\n <td>x</td>\n <td>y</td>\n <td>w</td>\n <td>t</td>\n <td>p</td>\n <td>f</td>\n <td>c</td>\n <td>n</td>\n <td>n</td>\n <td>...</td>\n <td>s</td>\n <td>w</td>\n <td>w</td>\n <td>p</td>\n <td>w</td>\n <td>o</td>\n <td>p</td>\n <td>k</td>\n <td>s</td>\n <td>u</td>\n </tr>\n <tr>\n <th>4</th>\n <td>e</td>\n <td>x</td>\n <td>s</td>\n <td>g</td>\n <td>f</td>\n <td>n</td>\n <td>f</td>\n <td>w</td>\n <td>b</td>\n <td>k</td>\n <td>...</td>\n <td>s</td>\n <td>w</td>\n <td>w</td>\n <td>p</td>\n <td>w</td>\n <td>o</td>\n <td>e</td>\n <td>n</td>\n <td>a</td>\n <td>g</td>\n </tr>\n </tbody>\n</table>\n<p>5 rows × 23 columns</p>\n</div>"
},
"metadata": {},
"execution_count": 3
}
],
"source": [
"mushrooms.head()\n"
]
},
{
Expand All @@ -75,11 +115,45 @@
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# Your code here:\n"
"execution_count": 4,
"metadata": {},
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"class object\n",
"cap-shape object\n",
"cap-surface object\n",
"cap-color object\n",
"bruises object\n",
"odor object\n",
"gill-attachment object\n",
"gill-spacing object\n",
"gill-size object\n",
"gill-color object\n",
"stalk-shape object\n",
"stalk-root object\n",
"stalk-surface-above-ring object\n",
"stalk-surface-below-ring object\n",
"stalk-color-above-ring object\n",
"stalk-color-below-ring object\n",
"veil-type object\n",
"veil-color object\n",
"ring-number object\n",
"ring-type object\n",
"spore-print-color object\n",
"population object\n",
"habitat object\n",
"dtype: object"
]
},
"metadata": {},
"execution_count": 4
}
],
"source": [
"mushrooms.dtypes\n"
]
},
{
Expand Down Expand Up @@ -493,9 +567,8 @@
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
"name": "python385jvsc74a57bd0e134e05457d34029b6460cd73bbf1ed73f339b5b6d98c95be70b69eba114fe95",
"display_name": "Python 3.8.5 64-bit ('base': conda)"
},
"language_info": {
"codemirror_mode": {
Expand All @@ -507,9 +580,9 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.1"
"version": "3.8.5"
}
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"nbformat": 4,
"nbformat_minor": 1
}
}