s478993/mieszkania5
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity

Tworzenie plików z wynikami

Browse Source
This commit is contained in:
Maciej Chmielarz 2023-10-24 17:58:23 +02:00
parent f6e8f0710a
commit 1c515cecf7
7 changed files with 4667 additions and 78 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

244
SysInf.ipynb
View File

@ -16,7 +16,7 @@
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": 74,
"metadata": {},
"outputs": [
{
@ -40,7 +40,7 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": 75,
"metadata": {},
"outputs": [],
"source": [
@ -57,7 +57,7 @@
},
{
"cell_type": "code",
"execution_count": 11,
"execution_count": 76,
"metadata": {},
"outputs": [],
"source": [
@ -66,7 +66,7 @@
},
{
"cell_type": "code",
"execution_count": 12,
"execution_count": 77,
"metadata": {},
"outputs": [
{
@ -452,7 +452,7 @@
"[2547 rows x 26 columns]"
]
},
"execution_count": 12,
"execution_count": 77,
"metadata": {},
"output_type": "execute_result"
}
@ -470,7 +470,7 @@
},
{
"cell_type": "code",
"execution_count": 13,
"execution_count": 78,
"metadata": {},
"outputs": [],
"source": [
@ -479,7 +479,7 @@
},
{
"cell_type": "code",
"execution_count": 14,
"execution_count": 79,
"metadata": {},
"outputs": [
{
@ -865,7 +865,7 @@
"[462 rows x 25 columns]"
]
},
"execution_count": 14,
"execution_count": 79,
"metadata": {},
"output_type": "execute_result"
}
@ -876,7 +876,7 @@
},
{
"cell_type": "code",
"execution_count": 15,
"execution_count": 80,
"metadata": {},
"outputs": [],
"source": [
@ -885,7 +885,7 @@
},
{
"cell_type": "code",
"execution_count": 16,
"execution_count": 81,
"metadata": {},
"outputs": [
{
@ -979,7 +979,7 @@
"[462 rows x 1 columns]"
]
},
"execution_count": 16,
"execution_count": 81,
"metadata": {},
"output_type": "execute_result"
}
@ -997,7 +997,7 @@
},
{
"cell_type": "code",
"execution_count": 17,
"execution_count": 82,
"metadata": {},
"outputs": [],
"source": [
@ -1006,7 +1006,7 @@
},
{
"cell_type": "code",
"execution_count": 18,
"execution_count": 83,
"metadata": {},
"outputs": [
{
@ -1392,7 +1392,7 @@
"[418 rows x 25 columns]"
]
},
"execution_count": 18,
"execution_count": 83,
"metadata": {},
"output_type": "execute_result"
}
@ -1410,7 +1410,7 @@
},
{
"cell_type": "code",
"execution_count": 19,
"execution_count": 84,
"metadata": {},
"outputs": [],
"source": [
@ -1419,7 +1419,7 @@
},
{
"cell_type": "code",
"execution_count": 20,
"execution_count": 85,
"metadata": {},
"outputs": [],
"source": [
@ -1428,7 +1428,7 @@
},
{
"cell_type": "code",
"execution_count": 21,
"execution_count": 86,
"metadata": {},
"outputs": [],
"source": [
@ -1437,7 +1437,7 @@
},
{
"cell_type": "code",
"execution_count": 22,
"execution_count": 87,
"metadata": {},
"outputs": [],
"source": [
@ -1453,7 +1453,7 @@
},
{
"cell_type": "code",
"execution_count": 23,
"execution_count": 88,
"metadata": {},
"outputs": [],
"source": [
@ -1462,7 +1462,7 @@
},
{
"cell_type": "code",
"execution_count": 24,
"execution_count": 89,
"metadata": {},
"outputs": [],
"source": [
@ -1471,7 +1471,7 @@
},
{
"cell_type": "code",
"execution_count": 25,
"execution_count": 90,
"metadata": {},
"outputs": [],
"source": [
@ -1494,7 +1494,7 @@
},
{
"cell_type": "code",
"execution_count": 26,
"execution_count": 91,
"metadata": {},
"outputs": [],
"source": [
@ -1503,7 +1503,7 @@
},
{
"cell_type": "code",
"execution_count": 27,
"execution_count": 92,
"metadata": {},
"outputs": [],
"source": [
@ -1512,7 +1512,7 @@
},
{
"cell_type": "code",
"execution_count": 28,
"execution_count": 93,
"metadata": {},
"outputs": [],
"source": [
@ -1521,7 +1521,7 @@
},
{
"cell_type": "code",
"execution_count": 29,
"execution_count": 94,
"metadata": {},
"outputs": [],
"source": [
@ -1530,7 +1530,7 @@
},
{
"cell_type": "code",
"execution_count": 30,
"execution_count": 95,
"metadata": {},
"outputs": [],
"source": [
@ -1540,7 +1540,7 @@
},
{
"cell_type": "code",
"execution_count": 31,
"execution_count": 96,
"metadata": {},
"outputs": [
{
@ -1643,7 +1643,7 @@
"max 6.000000e+06 11.000000 404.000000 2022.000000"
]
},
"execution_count": 31,
"execution_count": 96,
"metadata": {},
"output_type": "execute_result"
}
@ -1654,7 +1654,7 @@
},
{
"cell_type": "code",
"execution_count": 32,
"execution_count": 97,
"metadata": {},
"outputs": [
{
@ -1784,7 +1784,7 @@
"[1763 rows x 4 columns]"
]
},
"execution_count": 32,
"execution_count": 97,
"metadata": {},
"output_type": "execute_result"
}
@ -1802,7 +1802,7 @@
},
{
"cell_type": "code",
"execution_count": 33,
"execution_count": 98,
"metadata": {},
"outputs": [
{
@ -1905,7 +1905,7 @@
"max 2.318580e+06 6.000000 234.200000 2021.000000"
]
},
"execution_count": 33,
"execution_count": 98,
"metadata": {},
"output_type": "execute_result"
}
@ -1916,7 +1916,7 @@
},
{
"cell_type": "code",
"execution_count": 34,
"execution_count": 99,
"metadata": {},
"outputs": [],
"source": [
@ -1925,7 +1925,7 @@
},
{
"cell_type": "code",
"execution_count": 35,
"execution_count": 100,
"metadata": {},
"outputs": [],
"source": [
@ -1934,7 +1934,7 @@
},
{
"cell_type": "code",
"execution_count": 36,
"execution_count": 101,
"metadata": {},
"outputs": [],
"source": [
@ -1943,7 +1943,7 @@
},
{
"cell_type": "code",
"execution_count": 37,
"execution_count": 102,
"metadata": {},
"outputs": [],
"source": [
@ -1952,7 +1952,7 @@
},
{
"cell_type": "code",
"execution_count": 38,
"execution_count": 103,
"metadata": {},
"outputs": [],
"source": [
@ -1962,7 +1962,7 @@
},
{
"cell_type": "code",
"execution_count": 39,
"execution_count": 104,
"metadata": {},
"outputs": [
{
@ -2092,7 +2092,7 @@
"[320 rows x 4 columns]"
]
},
"execution_count": 39,
"execution_count": 104,
"metadata": {},
"output_type": "execute_result"
}
@ -2110,7 +2110,7 @@
},
{
"cell_type": "code",
"execution_count": 40,
"execution_count": 105,
"metadata": {},
"outputs": [],
"source": [
@ -2119,7 +2119,7 @@
},
{
"cell_type": "code",
"execution_count": 41,
"execution_count": 106,
"metadata": {},
"outputs": [],
"source": [
@ -2128,7 +2128,7 @@
},
{
"cell_type": "code",
"execution_count": 42,
"execution_count": 107,
"metadata": {},
"outputs": [],
"source": [
@ -2138,7 +2138,7 @@
},
{
"cell_type": "code",
"execution_count": 43,
"execution_count": 108,
"metadata": {},
"outputs": [
{
@ -2241,7 +2241,7 @@
"max 6.000000e+06 11.000000 404.000000 2022.000000"
]
},
"execution_count": 43,
"execution_count": 108,
"metadata": {},
"output_type": "execute_result"
}
@ -2259,7 +2259,7 @@
},
{
"cell_type": "code",
"execution_count": 44,
"execution_count": 109,
"metadata": {},
"outputs": [],
"source": [
@ -2275,7 +2275,7 @@
},
{
"cell_type": "code",
"execution_count": 45,
"execution_count": 110,
"metadata": {},
"outputs": [],
"source": [
@ -2285,7 +2285,7 @@
},
{
"cell_type": "code",
"execution_count": 46,
"execution_count": 111,
"metadata": {},
"outputs": [],
"source": [
@ -2295,7 +2295,7 @@
},
{
"cell_type": "code",
"execution_count": 47,
"execution_count": 112,
"metadata": {},
"outputs": [],
"source": [
@ -2311,7 +2311,7 @@
},
{
"cell_type": "code",
"execution_count": 48,
"execution_count": 113,
"metadata": {},
"outputs": [],
"source": [
@ -2320,19 +2320,19 @@
},
{
"cell_type": "code",
"execution_count": 49,
"execution_count": 114,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<style>#sk-container-id-1 {color: black;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>LinearRegression()</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" checked><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">LinearRegression</label><div class=\"sk-toggleable__content\"><pre>LinearRegression()</pre></div></div></div></div></div>"
"<style>#sk-container-id-2 {color: black;}#sk-container-id-2 pre{padding: 0;}#sk-container-id-2 div.sk-toggleable {background-color: white;}#sk-container-id-2 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-2 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-2 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-2 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-2 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-2 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-2 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-2 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-2 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-2 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-2 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-2 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-2 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-2 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-2 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-2 div.sk-item {position: relative;z-index: 1;}#sk-container-id-2 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-2 div.sk-item::before, #sk-container-id-2 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-2 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-2 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-2 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-2 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-2 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-2 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-2 div.sk-label-container {text-align: center;}#sk-container-id-2 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-2 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-2\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>LinearRegression()</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-2\" type=\"checkbox\" checked><label for=\"sk-estimator-id-2\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">LinearRegression</label><div class=\"sk-toggleable__content\"><pre>LinearRegression()</pre></div></div></div></div></div>"
],
"text/plain": [
"LinearRegression()"
]
},
"execution_count": 49,
"execution_count": 114,
"metadata": {},
"output_type": "execute_result"
}
@ -2350,16 +2350,16 @@
},
{
"cell_type": "code",
"execution_count": 50,
"execution_count": 115,
"metadata": {},
"outputs": [],
"source": [
"from sklearn.metrics import mean_squared_error, r2_score"
"from sklearn.metrics import mean_squared_error, r2_score, mean_absolute_error"
]
},
{
"cell_type": "code",
"execution_count": 51,
"execution_count": 116,
"metadata": {},
"outputs": [],
"source": [
@ -2368,7 +2368,7 @@
},
{
"cell_type": "code",
"execution_count": 52,
"execution_count": 117,
"metadata": {},
"outputs": [
{
@ -2377,7 +2377,7 @@
"0.6264197107092035"
]
},
"execution_count": 52,
"execution_count": 117,
"metadata": {},
"output_type": "execute_result"
}
@ -2388,7 +2388,7 @@
},
{
"cell_type": "code",
"execution_count": 53,
"execution_count": 118,
"metadata": {},
"outputs": [
{
@ -2397,7 +2397,7 @@
"22930468691.882328"
]
},
"execution_count": 53,
"execution_count": 118,
"metadata": {},
"output_type": "execute_result"
}
@ -2408,7 +2408,27 @@
},
{
"cell_type": "code",
"execution_count": 54,
"execution_count": 119,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"74283.11238859448"
]
},
"execution_count": 119,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mean_absolute_error(y_true=y_train, y_pred=y_train_pred)"
]
},
{
"cell_type": "code",
"execution_count": 120,
"metadata": {},
"outputs": [],
"source": [
@ -2417,7 +2437,7 @@
},
{
"cell_type": "code",
"execution_count": 55,
"execution_count": 121,
"metadata": {},
"outputs": [
{
@ -2426,7 +2446,7 @@
"0.5872189061243203"
]
},
"execution_count": 55,
"execution_count": 121,
"metadata": {},
"output_type": "execute_result"
}
@ -2437,7 +2457,7 @@
},
{
"cell_type": "code",
"execution_count": 56,
"execution_count": 122,
"metadata": {},
"outputs": [
{
@ -2446,7 +2466,7 @@
"12603444942.321444"
]
},
"execution_count": 56,
"execution_count": 122,
"metadata": {},
"output_type": "execute_result"
}
@ -2455,6 +2475,26 @@
"mean_squared_error(y_true=y_val, y_pred=y_val_pred)"
]
},
{
"cell_type": "code",
"execution_count": 123,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"68895.89161086899"
]
},
"execution_count": 123,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"mean_absolute_error(y_true=y_val, y_pred=y_val_pred)"
]
},
{
"cell_type": "markdown",
"metadata": {},
@ -2464,7 +2504,7 @@
},
{
"cell_type": "code",
"execution_count": 57,
"execution_count": 124,
"metadata": {},
"outputs": [],
"source": [
@ -2473,7 +2513,7 @@
},
{
"cell_type": "code",
"execution_count": 58,
"execution_count": 125,
"metadata": {},
"outputs": [
{
@ -2567,7 +2607,7 @@
"[292 rows x 1 columns]"
]
},
"execution_count": 58,
"execution_count": 125,
"metadata": {},
"output_type": "execute_result"
}
@ -2586,7 +2626,7 @@
},
{
"cell_type": "code",
"execution_count": 59,
"execution_count": 126,
"metadata": {},
"outputs": [],
"source": [
@ -2602,7 +2642,7 @@
},
{
"cell_type": "code",
"execution_count": 60,
"execution_count": 127,
"metadata": {},
"outputs": [
{
@ -2633,7 +2673,7 @@
},
{
"cell_type": "code",
"execution_count": 61,
"execution_count": 128,
"metadata": {},
"outputs": [
{
@ -2664,7 +2704,7 @@
},
{
"cell_type": "code",
"execution_count": 62,
"execution_count": 129,
"metadata": {},
"outputs": [
{
@ -2695,7 +2735,7 @@
},
{
"cell_type": "code",
"execution_count": 63,
"execution_count": 130,
"metadata": {},
"outputs": [
{
@ -2726,7 +2766,7 @@
},
{
"cell_type": "code",
"execution_count": 64,
"execution_count": 131,
"metadata": {},
"outputs": [
{
@ -2757,7 +2797,7 @@
},
{
"cell_type": "code",
"execution_count": 65,
"execution_count": 132,
"metadata": {},
"outputs": [
{
@ -2788,7 +2828,7 @@
},
{
"cell_type": "code",
"execution_count": 66,
"execution_count": 133,
"metadata": {},
"outputs": [],
"source": [
@ -2800,7 +2840,7 @@
},
{
"cell_type": "code",
"execution_count": 70,
"execution_count": 134,
"metadata": {},
"outputs": [
{
@ -2809,7 +2849,7 @@
"184531.94"
]
},
"execution_count": 70,
"execution_count": 134,
"metadata": {},
"output_type": "execute_result"
}
@ -2820,7 +2860,7 @@
},
{
"cell_type": "code",
"execution_count": 69,
"execution_count": 135,
"metadata": {},
"outputs": [],
"source": [
@ -2829,6 +2869,54 @@
"filename = 'mieszkania_model'\n",
"pickle.dump(model, open(filename, 'wb'))\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Zapisywanie wyników"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Zapisywanie wyników zbioru walidacyjnego"
]
},
{
"cell_type": "code",
"execution_count": 136,
"metadata": {},
"outputs": [],
"source": [
"y_val_pred = pd.DataFrame(y_val_pred)"
]
},
{
"cell_type": "code",
"execution_count": 137,
"metadata": {},
"outputs": [],
"source": [
"y_val_pred.to_csv(r'mieszkania5\\dev-0\\out.tsv', sep='\\t', header=None, index=None)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Zapisywanie wyników zbioru testowego"
]
},
{
"cell_type": "code",
"execution_count": 138,
"metadata": {},
"outputs": [],
"source": [
"y_test_pred_df.to_csv(r'mieszkania5\\test-A\\out.tsv', sep='\\t', header=None, index=None)"
]
}
],
"metadata": {

462
dev-0/expected.tsv Normal file
View File

@ -0,0 +1,462 @@
373000
299000
365000
369000
483791
430000
312000
397000
302672
325000
302800
300495
375038
437131
373761
337567
359320
326407
294819
266000
355720.5
288000
239000
385000
349000
804500
520000
315441
339000
429000
325000
269000
420000
400000
420000
385000
617232
399000
328338
596232
339000
293000
289000
330000
499000
419000
219598
341670
351259
319000
211426
309000
299000
349000
508000
270000
333750
724120
485000
274000
242775
415125
269000
535000
497000
357124
830000
675000
399000
550000
245000
219598
365000
435000
254231
359000
485000
469758
382740
499000
279000
283080
298200
339000
239900
341145
310000
369000
327000
259000
1308456
434358
449000
293000
203000
273000
175000
368938
299000
415000
333000
345000
350000
297987
290696.04
293571
459000
355000
269000
345000
300000
1156756
242943.1
486600
305370
318240
340000
316000
300500
335000
227000
399000
1100000
389000
370000
659000
249000
555000
315205
349000
385000
397005
469000
490000
316900
254500
280000
294588
275000
369000
857514
560000
310000
596232
459000
238000
440000
499000
327104
650000
235000
338200
412000
329000
609631
309000
250000
469000
311122
450000
299000
499000
330400
295000
315500
254500
467700
393750
530000
270000
297987
360400
337567
380000
568600
322010
490824
269548
361745
359371
579900
340000
199000
255000
255000
245000
303204
290000
349000
360000
350000
469064
280000
417000
318032
579000
320000
382060
379000
420000
250000
211500
254280
383000
355696
249000
359000
429000
605000
325949
340000
420000
579215
304900
380000
229000
325000
675000
409000
355000
388447.5
345015
199000
320292
300841
313000
566999
275000
359371
253000
262000
230000
299000
399000
453040
479000
312000
1100000
308196
355000
336842
248100
352894
242000
330000
315000
299900
454000
325000
499900
369000
429000
244500
661650
357475
321165
330000
404900
1240000
696000
295000
295000
417000
242300
285000
980000
229000
259786
447496.2
239617.2
260000
387000
799000
238638
354944
521683
506600
506363
299000
844990
213000
324900
261000
349000
480000
283000
430000
259786
339000
299000
530000
396683
329000
420863
299000
276458
350286
515000
341670
369000
322000
761976.07
389000
459999
429000
425000
286000
270000
561636.5
550625
324836
221976
699000
579000
514000
282000
345000
534508
299000
545000
250000
379000
269000
299000
329000
249976
430000
303086
303000
238400
339000
241500
1100000
399000
530000
972000
359000
250000
329460
239000
490110
468120
378157
285000
235850
499000
235850
365428
670000
320000
279000
388000
324990
570000
348796
287144
272000
267877
255062
650000
364000
530000
570000
284000
339000
435000
280000
1300000
365428
295000
360000
205000
319000
736450
453040
280500
299000
330000
337110
520000
395000
595000
375000
358575
588000
1025455
245000
238500
1167400
249000
441000
239000
455000
640000
344250
400000
485000
543617
276000
428400
360315
595000
595000
535000
534600
330000
627810
439000
304945
699000
712164
250000
449000
284859
595350
259000
590000
355000
389000
429000
649000
297987
159761
505505
336676
272764
343876
336290.5
308035
335226.5
532317
525937.5
397720
702150
592020
671488
593000
399000
1800000
288728
393211
789325
453040
345015
519745
400920
2318580
469728
247154
328828.5
260927.5
482729
257328.5
305923.5
529623
641395.58
669606.91
655544.02
471397.97
309958
699000
850000
1 373000
2 299000
3 365000
4 369000
5 483791
6 430000
7 312000
8 397000
9 302672
10 325000
11 302800
12 300495
13 375038
14 437131
15 373761
16 337567
17 359320
18 326407
19 294819
20 266000
21 355720.5
22 288000
23 239000
24 385000
25 349000
26 804500
27 520000
28 315441
29 339000
30 429000
31 325000
32 269000
33 420000
34 400000
35 420000
36 385000
37 617232
38 399000
39 328338
40 596232
41 339000
42 293000
43 289000
44 330000
45 499000
46 419000
47 219598
48 341670
49 351259
50 319000
51 211426
52 309000
53 299000
54 349000
55 508000
56 270000
57 333750
58 724120
59 485000
60 274000
61 242775
62 415125
63 269000
64 535000
65 497000
66 357124
67 830000
68 675000
69 399000
70 550000
71 245000
72 219598
73 365000
74 435000
75 254231
76 359000
77 485000
78 469758
79 382740
80 499000
81 279000
82 283080
83 298200
84 339000
85 239900
86 341145
87 310000
88 369000
89 327000
90 259000
91 1308456
92 434358
93 449000
94 293000
95 203000
96 273000
97 175000
98 368938
99 299000
100 415000
101 333000
102 345000
103 350000
104 297987
105 290696.04
106 293571
107 459000
108 355000
109 269000
110 345000
111 300000
112 1156756
113 242943.1
114 486600
115 305370
116 318240
117 340000
118 316000
119 300500
120 335000
121 227000
122 399000
123 1100000
124 389000
125 370000
126 659000
127 249000
128 555000
129 315205
130 349000
131 385000
132 397005
133 469000
134 490000
135 316900
136 254500
137 280000
138 294588
139 275000
140 369000
141 857514
142 560000
143 310000
144 596232
145 459000
146 238000
147 440000
148 499000
149 327104
150 650000
151 235000
152 338200
153 412000
154 329000
155 609631
156 309000
157 250000
158 469000
159 311122
160 450000
161 299000
162 499000
163 330400
164 295000
165 315500
166 254500
167 467700
168 393750
169 530000
170 270000
171 297987
172 360400
173 337567
174 380000
175 568600
176 322010
177 490824
178 269548
179 361745
180 359371
181 579900
182 340000
183 199000
184 255000
185 255000
186 245000
187 303204
188 290000
189 349000
190 360000
191 350000
192 469064
193 280000
194 417000
195 318032
196 579000
197 320000
198 382060
199 379000
200 420000
201 250000
202 211500
203 254280
204 383000
205 355696
206 249000
207 359000
208 429000
209 605000
210 325949
211 340000
212 420000
213 579215
214 304900
215 380000
216 229000
217 325000
218 675000
219 409000
220 355000
221 388447.5
222 345015
223 199000
224 320292
225 300841
226 313000
227 566999
228 275000
229 359371
230 253000
231 262000
232 230000
233 299000
234 399000
235 453040
236 479000
237 312000
238 1100000
239 308196
240 355000
241 336842
242 248100
243 352894
244 242000
245 330000
246 315000
247 299900
248 454000
249 325000
250 499900
251 369000
252 429000
253 244500
254 661650
255 357475
256 321165
257 330000
258 404900
259 1240000
260 696000
261 295000
262 295000
263 417000
264 242300
265 285000
266 980000
267 229000
268 259786
269 447496.2
270 239617.2
271 260000
272 387000
273 799000
274 238638
275 354944
276 521683
277 506600
278 506363
279 299000
280 844990
281 213000
282 324900
283 261000
284 349000
285 480000
286 283000
287 430000
288 259786
289 339000
290 299000
291 530000
292 396683
293 329000
294 420863
295 299000
296 276458
297 350286
298 515000
299 341670
300 369000
301 322000
302 761976.07
303 389000
304 459999
305 429000
306 425000
307 286000
308 270000
309 561636.5
310 550625
311 324836
312 221976
313 699000
314 579000
315 514000
316 282000
317 345000
318 534508
319 299000
320 545000
321 250000
322 379000
323 269000
324 299000
325 329000
326 249976
327 430000
328 303086
329 303000
330 238400
331 339000
332 241500
333 1100000
334 399000
335 530000
336 972000
337 359000
338 250000
339 329460
340 239000
341 490110
342 468120
343 378157
344 285000
345 235850
346 499000
347 235850
348 365428
349 670000
350 320000
351 279000
352 388000
353 324990
354 570000
355 348796
356 287144
357 272000
358 267877
359 255062
360 650000
361 364000
362 530000
363 570000
364 284000
365 339000
366 435000
367 280000
368 1300000
369 365428
370 295000
371 360000
372 205000
373 319000
374 736450
375 453040
376 280500
377 299000
378 330000
379 337110
380 520000
381 395000
382 595000
383 375000
384 358575
385 588000
386 1025455
387 245000
388 238500
389 1167400
390 249000
391 441000
392 239000
393 455000
394 640000
395 344250
396 400000
397 485000
398 543617
399 276000
400 428400
401 360315
402 595000
403 595000
404 535000
405 534600
406 330000
407 627810
408 439000
409 304945
410 699000
411 712164
412 250000
413 449000
414 284859
415 595350
416 259000
417 590000
418 355000
419 389000
420 429000
421 649000
422 297987
423 159761
424 505505
425 336676
426 272764
427 343876
428 336290.5
429 308035
430 335226.5
431 532317
432 525937.5
433 397720
434 702150
435 592020
436 671488
437 593000
438 399000
439 1800000
440 288728
441 393211
442 789325
443 453040
444 345015
445 519745
446 400920
447 2318580
448 469728
449 247154
450 328828.5
451 260927.5
452 482729
453 257328.5
454 305923.5
455 529623
456 641395.58
457 669606.91
458 655544.02
459 471397.97
460 309958
461 699000
462 850000

462
dev-0/in.tsv Normal file
View File

File diff suppressed because one or more lines are too long

320
dev-0/out.tsv Normal file
View File

@ -0,0 +1,320 @@
414006.21879144595
277848.1711853198
474235.65345391305
627355.2246513709
371964.1851091953
304504.23902599514
343785.69017303176
433583.79777256446
418385.9862785223
380431.31246369146
351316.93939088983
350164.06441868935
318661.11844928376
313868.17163681425
386832.5241396795
419578.48190577235
389824.487893536
502983.88955025095
569909.7672549533
354028.0220618518
449737.7935963841
317361.05269891163
395635.55392038496
390394.7863542158
302324.75769243715
546113.4727472325
318631.3920516218
566726.5114679546
311668.8676887534
179428.80733787594
388909.93225522176
534026.5797456063
451893.0113376591
293799.628278526
341982.7331777327
338914.95830878615
277125.8747374201
229543.19502755115
380703.33064256865
519552.13015256124
341449.65653046384
651752.5603226181
532686.4097615487
247508.1022670986
257570.12640721817
897874.2846783828
401273.2748877341
790337.720979115
538154.1516683083
451796.91860338626
510099.0183487572
340955.7019114229
565276.8219980451
461332.24691097555
489619.2109280783
360168.6097001715
335037.5001921756
198126.94616185175
320342.6631907006
330980.88302760245
324545.0299233077
244956.53757306188
406580.48251238326
494493.92476542434
406709.79051301046
204796.17899543163
343917.4802629377
430442.66930385027
359013.2280647359
360895.91947454144
330747.52787227347
319507.33381430013
365533.29618345806
343629.61191688664
936123.2909016432
418822.9701915183
363675.3669927567
355039.22773494385
314616.2957569156
385335.743172928
246235.30539906607
404708.193512558
705195.2977709956
597403.5728394389
462764.6109038461
427374.3617083549
370170.6728923749
298388.9463333285
844293.3026034916
335846.1425606981
193107.60688325367
304286.7586117964
233759.46256460203
263208.78043211205
538661.4743652444
558199.8821702222
468962.12010029797
405688.6905825308
509362.2883698647
362117.66744658817
496315.663496085
349887.08206125465
356253.57858706685
439136.6877512967
274430.6422336323
238705.95639602537
463398.2608853092
345137.76245089085
463512.73502394743
340397.30574454484
517214.14714726317
343819.8480227024
354028.0220618518
259203.61249452084
290528.2246519122
286638.9720630967
330747.52787227347
352065.06351099117
392816.9843739413
494070.8416568721
270434.3863479714
400598.5043674002
358875.9902176361
218618.5972026484
357683.91949533834
274316.72539549926
437932.3144042012
402330.0816996179
314760.4962932153
499623.30673065176
350271.5758681274
503816.7614113288
355659.0506338319
387612.83217276516
392816.9843739413
319438.9689670468
328736.5106672982
458378.9216067109
328880.68662964203
787908.0029696841
393777.62472968386
550666.1508630854
383917.8127110505
359399.67123433854
363266.11096678
164417.33322418923
335682.14398385165
506731.47283995803
358875.9902176361
257803.48156254715
318846.4149504979
330980.88302760245
301209.5143904146
466486.87467394373
787796.0846421933
327869.48095655
328285.6505238144
335959.12634128635
257462.1313791438
365439.1528119154
301808.4737956582
298905.1565082383
362902.4806535514
437580.56181081804
325750.9523021367
650029.8704683743
357009.1489750047
332415.17180924653
326848.32235238655
669903.6479730126
618334.7144564665
425283.58551491704
309596.95647831704
515989.8679380249
350957.25695103384
696867.8903528783
814937.1118023396
270930.82305629086
265240.63655677484
304003.79577061906
765639.6966586551
246598.00265474967
354732.51897984743
431687.2301322713
450856.5107189142
461634.4750661508
599472.5183819602
314889.2715672937
442511.7286758446
199033.6306273772
482042.38514538435
366247.23787993286
282019.92761063273
261950.34337320342
624848.7529435337
405240.3125283257
352215.69400994247
254251.0890314423
266433.1908577089
350678.8333834617
403380.43397489423
342730.857297834
348916.0051958044
602688.5003342631
457125.8736313123
639416.4128505767
297622.48995677405
338312.9595137583
385634.0480286868
278860.46688546566
346926.81864174595
334641.2119130979
286064.7503030009
577058.0471237162
1008423.201572286
456482.3539664177
347042.7094165655
291717.7887109746
482274.75809525605
238623.23173964792
270392.7576565079
309879.8114978983
285291.3312372465
336064.1557014454
342307.774189282
272473.6054928305
209225.4709207164
336207.82351119677
872532.7406930286
436827.47351215896
545221.1972387438
404786.9702955631
340678.7195539882
181325.37497816887
513624.61605038773
483210.6608058505
363266.11096678
272696.0500855867
251635.69876375725
544081.665770482
251635.69876375725
381053.5928779021
328837.0594275363
306598.96309280535
293518.21446908265
1075728.544709206
274630.34769188333
270767.8066849017
256103.60456467746
276812.76059362874
415048.1917413408
430783.0277560246
545221.1972387438
780304.9150840649
330980.88302760245
398831.70373241394
418605.4897773196
1219320.7324937326
273408.06699328753
325144.5220551004
762671.4883444891
300912.2504137971
454688.8417495976
319507.33381430013
726098.686927048
566652.1907109148
376173.9981096387
615449.6802775869
280697.58173043537
740761.3986892225
276316.3484592652
326139.87756101834
321987.5434192121
479876.7895680857
473654.5181525294
663261.2250170922
475244.37703772634
441673.4431573008
202496.78529181308
448591.8813133836
377530.50183950644
729987.9395158635
469026.47840049537
398247.5781891593
590043.6947443951
440925.34361115564
338370.4629463521
282079.3804059562
338244.61924046115
622379.5125748783
547651.8728796758
964659.919245929
412263.780044568
518710.3708135097
593254.6784184128
200560.64614438312
474469.00860924204
362280.200239341
353598.00083805574
396894.54827979906
396894.54827979906
372158.90181493247
395649.987451378
579076.0024439353
575653.4601657777
424348.24010482756
590812.6823581406
468690.1510693333
535283.0182938725
621961.3349712002
343616.21926503535
373611.5228530292
429097.55971519137
284495.1484630306
450700.94061536156
570403.2723950855
529181.6264056498
384345.85999816004
650439.1019203947
561313.815478466
1 414006.21879144595
2 277848.1711853198
3 474235.65345391305
4 627355.2246513709
5 371964.1851091953
6 304504.23902599514
7 343785.69017303176
8 433583.79777256446
9 418385.9862785223
10 380431.31246369146
11 351316.93939088983
12 350164.06441868935
13 318661.11844928376
14 313868.17163681425
15 386832.5241396795
16 419578.48190577235
17 389824.487893536
18 502983.88955025095
19 569909.7672549533
20 354028.0220618518
21 449737.7935963841
22 317361.05269891163
23 395635.55392038496
24 390394.7863542158
25 302324.75769243715
26 546113.4727472325
27 318631.3920516218
28 566726.5114679546
29 311668.8676887534
30 179428.80733787594
31 388909.93225522176
32 534026.5797456063
33 451893.0113376591
34 293799.628278526
35 341982.7331777327
36 338914.95830878615
37 277125.8747374201
38 229543.19502755115
39 380703.33064256865
40 519552.13015256124
41 341449.65653046384
42 651752.5603226181
43 532686.4097615487
44 247508.1022670986
45 257570.12640721817
46 897874.2846783828
47 401273.2748877341
48 790337.720979115
49 538154.1516683083
50 451796.91860338626
51 510099.0183487572
52 340955.7019114229
53 565276.8219980451
54 461332.24691097555
55 489619.2109280783
56 360168.6097001715
57 335037.5001921756
58 198126.94616185175
59 320342.6631907006
60 330980.88302760245
61 324545.0299233077
62 244956.53757306188
63 406580.48251238326
64 494493.92476542434
65 406709.79051301046
66 204796.17899543163
67 343917.4802629377
68 430442.66930385027
69 359013.2280647359
70 360895.91947454144
71 330747.52787227347
72 319507.33381430013
73 365533.29618345806
74 343629.61191688664
75 936123.2909016432
76 418822.9701915183
77 363675.3669927567
78 355039.22773494385
79 314616.2957569156
80 385335.743172928
81 246235.30539906607
82 404708.193512558
83 705195.2977709956
84 597403.5728394389
85 462764.6109038461
86 427374.3617083549
87 370170.6728923749
88 298388.9463333285
89 844293.3026034916
90 335846.1425606981
91 193107.60688325367
92 304286.7586117964
93 233759.46256460203
94 263208.78043211205
95 538661.4743652444
96 558199.8821702222
97 468962.12010029797
98 405688.6905825308
99 509362.2883698647
100 362117.66744658817
101 496315.663496085
102 349887.08206125465
103 356253.57858706685
104 439136.6877512967
105 274430.6422336323
106 238705.95639602537
107 463398.2608853092
108 345137.76245089085
109 463512.73502394743
110 340397.30574454484
111 517214.14714726317
112 343819.8480227024
113 354028.0220618518
114 259203.61249452084
115 290528.2246519122
116 286638.9720630967
117 330747.52787227347
118 352065.06351099117
119 392816.9843739413
120 494070.8416568721
121 270434.3863479714
122 400598.5043674002
123 358875.9902176361
124 218618.5972026484
125 357683.91949533834
126 274316.72539549926
127 437932.3144042012
128 402330.0816996179
129 314760.4962932153
130 499623.30673065176
131 350271.5758681274
132 503816.7614113288
133 355659.0506338319
134 387612.83217276516
135 392816.9843739413
136 319438.9689670468
137 328736.5106672982
138 458378.9216067109
139 328880.68662964203
140 787908.0029696841
141 393777.62472968386
142 550666.1508630854
143 383917.8127110505
144 359399.67123433854
145 363266.11096678
146 164417.33322418923
147 335682.14398385165
148 506731.47283995803
149 358875.9902176361
150 257803.48156254715
151 318846.4149504979
152 330980.88302760245
153 301209.5143904146
154 466486.87467394373
155 787796.0846421933
156 327869.48095655
157 328285.6505238144
158 335959.12634128635
159 257462.1313791438
160 365439.1528119154
161 301808.4737956582
162 298905.1565082383
163 362902.4806535514
164 437580.56181081804
165 325750.9523021367
166 650029.8704683743
167 357009.1489750047
168 332415.17180924653
169 326848.32235238655
170 669903.6479730126
171 618334.7144564665
172 425283.58551491704
173 309596.95647831704
174 515989.8679380249
175 350957.25695103384
176 696867.8903528783
177 814937.1118023396
178 270930.82305629086
179 265240.63655677484
180 304003.79577061906
181 765639.6966586551
182 246598.00265474967
183 354732.51897984743
184 431687.2301322713
185 450856.5107189142
186 461634.4750661508
187 599472.5183819602
188 314889.2715672937
189 442511.7286758446
190 199033.6306273772
191 482042.38514538435
192 366247.23787993286
193 282019.92761063273
194 261950.34337320342
195 624848.7529435337
196 405240.3125283257
197 352215.69400994247
198 254251.0890314423
199 266433.1908577089
200 350678.8333834617
201 403380.43397489423
202 342730.857297834
203 348916.0051958044
204 602688.5003342631
205 457125.8736313123
206 639416.4128505767
207 297622.48995677405
208 338312.9595137583
209 385634.0480286868
210 278860.46688546566
211 346926.81864174595
212 334641.2119130979
213 286064.7503030009
214 577058.0471237162
215 1008423.201572286
216 456482.3539664177
217 347042.7094165655
218 291717.7887109746
219 482274.75809525605
220 238623.23173964792
221 270392.7576565079
222 309879.8114978983
223 285291.3312372465
224 336064.1557014454
225 342307.774189282
226 272473.6054928305
227 209225.4709207164
228 336207.82351119677
229 872532.7406930286
230 436827.47351215896
231 545221.1972387438
232 404786.9702955631
233 340678.7195539882
234 181325.37497816887
235 513624.61605038773
236 483210.6608058505
237 363266.11096678
238 272696.0500855867
239 251635.69876375725
240 544081.665770482
241 251635.69876375725
242 381053.5928779021
243 328837.0594275363
244 306598.96309280535
245 293518.21446908265
246 1075728.544709206
247 274630.34769188333
248 270767.8066849017
249 256103.60456467746
250 276812.76059362874
251 415048.1917413408
252 430783.0277560246
253 545221.1972387438
254 780304.9150840649
255 330980.88302760245
256 398831.70373241394
257 418605.4897773196
258 1219320.7324937326
259 273408.06699328753
260 325144.5220551004
261 762671.4883444891
262 300912.2504137971
263 454688.8417495976
264 319507.33381430013
265 726098.686927048
266 566652.1907109148
267 376173.9981096387
268 615449.6802775869
269 280697.58173043537
270 740761.3986892225
271 276316.3484592652
272 326139.87756101834
273 321987.5434192121
274 479876.7895680857
275 473654.5181525294
276 663261.2250170922
277 475244.37703772634
278 441673.4431573008
279 202496.78529181308
280 448591.8813133836
281 377530.50183950644
282 729987.9395158635
283 469026.47840049537
284 398247.5781891593
285 590043.6947443951
286 440925.34361115564
287 338370.4629463521
288 282079.3804059562
289 338244.61924046115
290 622379.5125748783
291 547651.8728796758
292 964659.919245929
293 412263.780044568
294 518710.3708135097
295 593254.6784184128
296 200560.64614438312
297 474469.00860924204
298 362280.200239341
299 353598.00083805574
300 396894.54827979906
301 396894.54827979906
302 372158.90181493247
303 395649.987451378
304 579076.0024439353
305 575653.4601657777
306 424348.24010482756
307 590812.6823581406
308 468690.1510693333
309 535283.0182938725
310 621961.3349712002
311 343616.21926503535
312 373611.5228530292
313 429097.55971519137
314 284495.1484630306
315 450700.94061536156
316 570403.2723950855
317 529181.6264056498
318 384345.85999816004
319 650439.1019203947
320 561313.815478466

418
test-A/in.tsv Normal file
View File

File diff suppressed because one or more lines are too long

292
test-A/out.tsv Normal file
View File

@ -0,0 +1,292 @@
445999.67965911236
391984.1125128637
361680.6835335919
634737.8910288331
334716.5394495516
544120.7877987102
514017.97276127804
343119.78255671565
396251.40437194426
428870.60994855757
350838.3513603867
336430.268103953
348024.2132659517
616847.3291202816
350709.51741262455
278860.46688546566
392115.92717672605
473509.7848896808
392460.80032854946
342730.857297834
458911.9982539797
740912.5373407663
416821.8472439307
892722.16357865
275675.71121464577
336064.1557014454
519552.13015256124
395740.63242845703
512876.4919302864
429375.9587088071
292088.35713944724
357683.91949533834
324179.42567339283
285053.54462990887
593620.7908209204
422227.1802132232
264289.39183159894
292653.1586950205
427314.9089130312
301268.4344591894
406052.8195225806
439991.89841588354
325064.78764059395
381104.182769208
327869.48095655
611045.6587239988
364626.61171793286
303810.0707961109
523391.79962948477
269109.0502259028
419086.0763184652
587462.936379245
280024.22784628277
272568.28159092204
431114.98230886157
361580.5842522627
359013.2280647359
439492.9796182853
257511.12309080362
342730.857297834
391627.9284674714
669791.7050715657
582750.2321338747
513809.9371255585
431560.8782737879
384171.9576381545
331603.16344181285
397300.76491599204
335187.19763358193
392357.7203311201
202233.70373882237
433180.9962831952
293862.0126420371
303215.54284287593
894202.512503766
727663.7835931405
406709.79051301046
278983.80392812146
323404.96572849713
432908.4945256817
625535.9830581741
580191.7293245941
688449.1728355801
351543.33185701864
280775.3667822117
633573.5973414672
348479.50486144447
310177.0754745158
347187.44267941406
362902.4806535514
295050.1109170057
362113.23599457927
388727.1178432866
465239.80718228756
192018.6161583853
340816.0065490005
352531.77382164914
360781.91938876803
263208.78043211205
256024.80320771597
263307.8879822125
619210.6070712325
270434.3863479714
436886.9263074824
437813.40881355456
590340.9587210123
338308.52806174965
307754.3447282412
695930.4140365934
450190.16867187433
310851.84599484946
302101.30632026726
277746.18121494446
921429.2791361171
826142.590710137
349905.4143177073
754884.1202628403
315423.87267234037
446461.95851776144
487459.11225588573
201308.77026448445
383650.2259841822
432398.71431342326
430442.66930385027
501210.7081005261
355643.1758927016
300912.2504137971
273613.62053972855
362902.4806535514
482274.75809525605
301530.0748020427
435822.2142230822
304067.2551129991
318475.82194806915
519458.494933611
1044571.5032449942
372405.1168955639
452622.2950487151
310994.048020507
293795.19682651735
338759.3882052335
347315.7439006276
393055.3282817842
824121.6792477742
412268.21149657667
322268.9572286557
297319.7290750502
461163.7582084364
246598.00265474967
304297.13644782035
320402.11598602426
1664682.592792336
297468.8937899079
817208.6056012451
387500.8892713182
280775.3667822117
415048.1917413408
316201.7231901034
339804.7763019523
339804.7763019523
510902.1392382169
327537.52640371304
519458.494933611
430934.6745601611
479429.36914538173
1445489.912087625
391177.06832398754
354107.7810503144
427077.0977317372
466266.8875965099
355609.018043031
394303.30425702897
469586.90717774327
285890.8479429954
339255.82491355296
550338.6277622571
725903.8964994419
199033.6306273772
361369.54332648683
285855.6246402273
457715.4960796735
533843.7653336707
390461.1526908269
318661.11844928376
324776.4111419504
525656.0041300629
433180.9962831952
373980.6159716365
346867.3658464225
469259.3840769152
550487.7924771148
475244.37703772634
345137.76245089085
637096.7375277749
513988.2463636163
515761.9264401626
408978.4510395536
309013.3145136987
420790.40934230015
431709.51026209653
367926.3005320709
364032.0837646979
535976.1702185716
403052.37814751756
354805.87257961486
246598.00265474967
438710.1649219645
517214.14714726317
334369.2674560896
301543.97560648667
383771.638238064
428702.60482465476
645549.021494511
374030.1990835287
516891.055498444
263208.78043211205
319313.1252611559
430034.9036359233
291687.55416072044
355119.54402391147
319507.33381430013
316558.43996204436
341964.4009212798
631180.5929928543
223835.66800281126
372215.8233730644
377949.17807000596
341559.65006918064
327844.18601089716
386494.11505023506
613676.4742539055
560688.4956744718
351053.85783789936
363437.5558114629
284849.9158722416
364632.08404908306
377201.0539499046
389765.56782476115
325583.9880573752
278057.3214220498
424173.78044431703
587745.30782019
461332.24691097555
593903.2209355489
450982.35442480515
413511.22329326393
316256.744533418
318322.2257812028
409543.7853216757
469110.75208860636
260396.1081217709
754884.1202628403
519458.494933611
386134.91618901514
694483.7243343266
330980.88302760245
427314.9089130312
305034.88273189776
518684.56771526416
333163.29592934786
315423.87267234037
347286.0175029659
328388.68137333123
373304.8140979328
517214.14714726317
381463.3816304279
328200.9027828381
997223.1458477266
173711.88468256942
611304.3333989368
364032.0837646979
316901.7886560904
775488.6472626287
453336.7694717385
344130.9882298077
526933.2229243331
337388.98367092153
487303.5421523331
487303.5421523331
713662.474273405
352730.9711273075
351053.85783789936
372936.7523326955
470245.85210485966
514047.69915894
419218.85813960014
537090.4067411805
639199.4160150143
493459.9553838703
343927.35947214044
559751.1517537397
511183.57762161666
1 445999.67965911236
2 391984.1125128637
3 361680.6835335919
4 634737.8910288331
5 334716.5394495516
6 544120.7877987102
7 514017.97276127804
8 343119.78255671565
9 396251.40437194426
10 428870.60994855757
11 350838.3513603867
12 336430.268103953
13 348024.2132659517
14 616847.3291202816
15 350709.51741262455
16 278860.46688546566
17 392115.92717672605
18 473509.7848896808
19 392460.80032854946
20 342730.857297834
21 458911.9982539797
22 740912.5373407663
23 416821.8472439307
24 892722.16357865
25 275675.71121464577
26 336064.1557014454
27 519552.13015256124
28 395740.63242845703
29 512876.4919302864
30 429375.9587088071
31 292088.35713944724
32 357683.91949533834
33 324179.42567339283
34 285053.54462990887
35 593620.7908209204
36 422227.1802132232
37 264289.39183159894
38 292653.1586950205
39 427314.9089130312
40 301268.4344591894
41 406052.8195225806
42 439991.89841588354
43 325064.78764059395
44 381104.182769208
45 327869.48095655
46 611045.6587239988
47 364626.61171793286
48 303810.0707961109
49 523391.79962948477
50 269109.0502259028
51 419086.0763184652
52 587462.936379245
53 280024.22784628277
54 272568.28159092204
55 431114.98230886157
56 361580.5842522627
57 359013.2280647359
58 439492.9796182853
59 257511.12309080362
60 342730.857297834
61 391627.9284674714
62 669791.7050715657
63 582750.2321338747
64 513809.9371255585
65 431560.8782737879
66 384171.9576381545
67 331603.16344181285
68 397300.76491599204
69 335187.19763358193
70 392357.7203311201
71 202233.70373882237
72 433180.9962831952
73 293862.0126420371
74 303215.54284287593
75 894202.512503766
76 727663.7835931405
77 406709.79051301046
78 278983.80392812146
79 323404.96572849713
80 432908.4945256817
81 625535.9830581741
82 580191.7293245941
83 688449.1728355801
84 351543.33185701864
85 280775.3667822117
86 633573.5973414672
87 348479.50486144447
88 310177.0754745158
89 347187.44267941406
90 362902.4806535514
91 295050.1109170057
92 362113.23599457927
93 388727.1178432866
94 465239.80718228756
95 192018.6161583853
96 340816.0065490005
97 352531.77382164914
98 360781.91938876803
99 263208.78043211205
100 256024.80320771597
101 263307.8879822125
102 619210.6070712325
103 270434.3863479714
104 436886.9263074824
105 437813.40881355456
106 590340.9587210123
107 338308.52806174965
108 307754.3447282412
109 695930.4140365934
110 450190.16867187433
111 310851.84599484946
112 302101.30632026726
113 277746.18121494446
114 921429.2791361171
115 826142.590710137
116 349905.4143177073
117 754884.1202628403
118 315423.87267234037
119 446461.95851776144
120 487459.11225588573
121 201308.77026448445
122 383650.2259841822
123 432398.71431342326
124 430442.66930385027
125 501210.7081005261
126 355643.1758927016
127 300912.2504137971
128 273613.62053972855
129 362902.4806535514
130 482274.75809525605
131 301530.0748020427
132 435822.2142230822
133 304067.2551129991
134 318475.82194806915
135 519458.494933611
136 1044571.5032449942
137 372405.1168955639
138 452622.2950487151
139 310994.048020507
140 293795.19682651735
141 338759.3882052335
142 347315.7439006276
143 393055.3282817842
144 824121.6792477742
145 412268.21149657667
146 322268.9572286557
147 297319.7290750502
148 461163.7582084364
149 246598.00265474967
150 304297.13644782035
151 320402.11598602426
152 1664682.592792336
153 297468.8937899079
154 817208.6056012451
155 387500.8892713182
156 280775.3667822117
157 415048.1917413408
158 316201.7231901034
159 339804.7763019523
160 339804.7763019523
161 510902.1392382169
162 327537.52640371304
163 519458.494933611
164 430934.6745601611
165 479429.36914538173
166 1445489.912087625
167 391177.06832398754
168 354107.7810503144
169 427077.0977317372
170 466266.8875965099
171 355609.018043031
172 394303.30425702897
173 469586.90717774327
174 285890.8479429954
175 339255.82491355296
176 550338.6277622571
177 725903.8964994419
178 199033.6306273772
179 361369.54332648683
180 285855.6246402273
181 457715.4960796735
182 533843.7653336707
183 390461.1526908269
184 318661.11844928376
185 324776.4111419504
186 525656.0041300629
187 433180.9962831952
188 373980.6159716365
189 346867.3658464225
190 469259.3840769152
191 550487.7924771148
192 475244.37703772634
193 345137.76245089085
194 637096.7375277749
195 513988.2463636163
196 515761.9264401626
197 408978.4510395536
198 309013.3145136987
199 420790.40934230015
200 431709.51026209653
201 367926.3005320709
202 364032.0837646979
203 535976.1702185716
204 403052.37814751756
205 354805.87257961486
206 246598.00265474967
207 438710.1649219645
208 517214.14714726317
209 334369.2674560896
210 301543.97560648667
211 383771.638238064
212 428702.60482465476
213 645549.021494511
214 374030.1990835287
215 516891.055498444
216 263208.78043211205
217 319313.1252611559
218 430034.9036359233
219 291687.55416072044
220 355119.54402391147
221 319507.33381430013
222 316558.43996204436
223 341964.4009212798
224 631180.5929928543
225 223835.66800281126
226 372215.8233730644
227 377949.17807000596
228 341559.65006918064
229 327844.18601089716
230 386494.11505023506
231 613676.4742539055
232 560688.4956744718
233 351053.85783789936
234 363437.5558114629
235 284849.9158722416
236 364632.08404908306
237 377201.0539499046
238 389765.56782476115
239 325583.9880573752
240 278057.3214220498
241 424173.78044431703
242 587745.30782019
243 461332.24691097555
244 593903.2209355489
245 450982.35442480515
246 413511.22329326393
247 316256.744533418
248 318322.2257812028
249 409543.7853216757
250 469110.75208860636
251 260396.1081217709
252 754884.1202628403
253 519458.494933611
254 386134.91618901514
255 694483.7243343266
256 330980.88302760245
257 427314.9089130312
258 305034.88273189776
259 518684.56771526416
260 333163.29592934786
261 315423.87267234037
262 347286.0175029659
263 328388.68137333123
264 373304.8140979328
265 517214.14714726317
266 381463.3816304279
267 328200.9027828381
268 997223.1458477266
269 173711.88468256942
270 611304.3333989368
271 364032.0837646979
272 316901.7886560904
273 775488.6472626287
274 453336.7694717385
275 344130.9882298077
276 526933.2229243331
277 337388.98367092153
278 487303.5421523331
279 487303.5421523331
280 713662.474273405
281 352730.9711273075
282 351053.85783789936
283 372936.7523326955
284 470245.85210485966
285 514047.69915894
286 419218.85813960014
287 537090.4067411805
288 639199.4160150143
289 493459.9553838703
290 343927.35947214044
291 559751.1517537397
292 511183.57762161666

2547
train/train.tsv Normal file
View File

File diff suppressed because one or more lines are too long