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base: isakg22/Data-Mining-Mushrooms:8215860f6683a0a3c3b0de18839a2884ff5faae2
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isakg22/Data-Mining-Mushrooms:main isakg22/Data-Mining-Mushrooms:gugga_sveppur isakg22/Data-Mining-Mushrooms:luigi isakg22/Data-Mining-Mushrooms:mario isakg22/Data-Mining-Mushrooms:wario
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compare: isakg22/Data-Mining-Mushrooms:2695fd1df97c5bf0ad34da04e7d1573ee605fe53
Branches Tags
isakg22/Data-Mining-Mushrooms:gugga_sveppur isakg22/Data-Mining-Mushrooms:luigi isakg22/Data-Mining-Mushrooms:main isakg22/Data-Mining-Mushrooms:mario isakg22/Data-Mining-Mushrooms:wario
4 Commits
8215860f66 .. 2695fd1df9
Author SHA1 Message Date
Guggagitar 2695fd1df9 nytt branch 2026-10-09 15:07:52 +00:00
Guggagitar 4a108c58ca jh 2026-10-09 15:06:46 +00:00
Guggagitar 18a6c3d189 ty 2026-10-09 15:06:27 +00:00
Guggagitar 8695b7281c hello 2026-10-09 15:03:02 +00:00
2 changed files with 39 additions and 251 deletions
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notebooks/mushroom_analysis.ipynb
+39 -251
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@@ -2,246 +2,19 @@
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"execution_count": 1, "execution_count": 2,
"id": "45bdce35", "id": "45bdce35",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
"name": "stdout", "ename": "ModuleNotFoundError",
"output_type": "stream", "evalue": "No module named 'sklearn'",
"text": [ "output_type": "error",
"Feature data: (8124, 22)\n", "traceback": [
"Target data: (8124,)\n" "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
] "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)",
}, "Cell \u001b[0;32mIn[2], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01msklearn\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdatasets\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m fetch_openml\n\u001b[1;32m 3\u001b[0m mushroom \u001b[38;5;241m=\u001b[39m fetch_openml(data_id\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m43922\u001b[39m, as_frame\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m 5\u001b[0m X \u001b[38;5;241m=\u001b[39m mushroom\u001b[38;5;241m.\u001b[39mdata\n",
{ "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'sklearn'"
"data": {
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"text/plain": [
" cap_shape cap_surface cap_color bruises odor gill_attachment gill_spacing \\\n",
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"\n",
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"\n",
" ring_number ring_type spore-print-color population habitat \n",
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"1 o p n n g \n",
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"3 o p k s u \n",
"4 o e n a g \n",
"\n",
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},
{
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"Name: class, dtype: category\n",
"Categories (2, str): ['e', 'p']"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"class\n",
"e 4208\n",
"p 3916\n",
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] ]
} }
], ],
@@ -262,23 +35,19 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 2, "execution_count": 3,
"id": "69e1a254", "id": "69e1a254",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
"name": "stdout", "ename": "NameError",
"output_type": "stream", "evalue": "name 'X' is not defined",
"text": [ "output_type": "error",
"Missing cells: 0\n", "traceback": [
"Rows with missing cells: 0\n", "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"stalk_root\n", "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"b 3776\n", "Cell \u001b[0;32mIn[3], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMissing cells:\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[43mX\u001b[49m\u001b[38;5;241m.\u001b[39misna()\u001b[38;5;241m.\u001b[39msum()\u001b[38;5;241m.\u001b[39msum())\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mRows with missing cells:\u001b[39m\u001b[38;5;124m\"\u001b[39m, X\u001b[38;5;241m.\u001b[39misna()\u001b[38;5;241m.\u001b[39many(axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m)\u001b[38;5;241m.\u001b[39msum())\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28mprint\u001b[39m(X[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstalk_root\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mvalue_counts(dropna\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m))\n",
"? 2480\n", "\u001b[0;31mNameError\u001b[0m: name 'X' is not defined"
"e 1120\n",
"c 556\n",
"r 192\n",
"Name: count, dtype: int64\n"
] ]
} }
], ],
@@ -287,11 +56,30 @@
"print(\"Rows with missing cells:\", X.isna().any(axis=1).sum())\n", "print(\"Rows with missing cells:\", X.isna().any(axis=1).sum())\n",
"print(X[\"stalk_root\"].value_counts(dropna=False))" "print(X[\"stalk_root\"].value_counts(dropna=False))"
] ]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "a3459b1e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"hello\n"
]
}
],
"source": [
"a = \"hello\"\n",
"print(a)"
]
} }
], ],
"metadata": { "metadata": {
"kernelspec": { "kernelspec": {
"display_name": ".venv (3.12.10)", "display_name": ".venv (3.9.6)",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
}, },
@@ -305,7 +93,7 @@
"name": "python", "name": "python",
"nbconvert_exporter": "python", "nbconvert_exporter": "python",
"pygments_lexer": "ipython3", "pygments_lexer": "ipython3",
"version": "3.12.10" "version": "3.9.6"
} }
}, },
"nbformat": 4, "nbformat": 4,