noah/QM-7063-Learning-Practice-8
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Finalizing Report

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Noah L. Schrick 2023-03-30 20:44:50 -05:00
parent de18a51aa2
commit 3bfa5e0a8a
4 changed files with 9 additions and 7 deletions
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.~lock.Schrick-Noah_Learning-Practice-8.odt# Normal file
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,noah,NovaArchSys,30.03.2023 20:36,file:///home/noah/.config/libreoffice/4;

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Schrick-Noah_Learning-Practice-8.ipynb
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}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 64, "execution_count": 218,
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
@ -72,7 +72,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 68, "execution_count": 219,
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
@ -98,7 +98,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 69, "execution_count": 220,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -109,7 +109,8 @@
"0 1 0.643141\n", "0 1 0.643141\n",
"1 2 0.720241\n", "1 2 0.720241\n",
"2 3 0.710570\n", "2 3 0.710570\n",
"3 4 0.676896\n" "3 4 0.676896\n",
"4 5 0.664856\n"
] ]
} }
], ],
@ -121,7 +122,7 @@
"valid_X = validNorm[predictors]\n", "valid_X = validNorm[predictors]\n",
"valid_y = validNorm['MEDV']\n", "valid_y = validNorm['MEDV']\n",
"\n", "\n",
"for k in range(1,5):\n", "for k in range(1,6):\n",
" knn = KNeighborsRegressor(n_neighbors=k).fit(train_X, train_y)\n", " knn = KNeighborsRegressor(n_neighbors=k).fit(train_X, train_y)\n",
" results.append({\n", " results.append({\n",
" 'k': k,\n", " 'k': k,\n",
@ -494,7 +495,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 197, "execution_count": 221,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -517,7 +518,7 @@
"# iv.\n", "# iv.\n",
"print(weather_freq)\n", "print(weather_freq)\n",
"print(traf_freq)\n", "print(traf_freq)\n",
"print(((3 / 12) * ((2 / 3) * (0 / 3))) / (((3 / 12) * ((2 / 3) * (0 / 3))) + ((9 / 12) * ((3 / 9) * (2 / 9)))))\n" "print(2/3 * 0/3 * 3/12)"
] ]
}, },
{ {

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