Datasets:
Tasks:
Tabular Regression
Modalities:
Tabular
Formats:
csv
Languages:
English
Size:
10K - 100K
License:
Search is not available for this dataset
MedInc float64 0.5 15 | HouseAge float64 1 52 | AveRooms float64 0.85 142 | AveBedrms float64 0.33 25.6 | Population float64 3 28.6k | AveOccup float64 0.69 1.24k | Latitude float64 32.5 42 | Longitude float64 -124.35 -114.31 | target float64 0.15 5 |
|---|---|---|---|---|---|---|---|---|
3.0954 | 19 | 5.085366 | 1.031165 | 1,952 | 2.644986 | 40.55 | -122.41 | 0.865 |
2.596 | 23 | 5.247845 | 1.039871 | 2,717 | 2.927802 | 35.32 | -119.01 | 0.7 |
2 | 17 | 4.022936 | 1.004587 | 966 | 4.431193 | 36.42 | -119.09 | 0.525 |
1.9531 | 30 | 4.097561 | 1.138211 | 529 | 4.300813 | 33.99 | -118.27 | 1 |
2.3103 | 47 | 4.52957 | 1.08871 | 835 | 2.244624 | 38.04 | -122.27 | 1.345 |
3.3043 | 35 | 4.438114 | 0.992141 | 1,561 | 3.066798 | 34.14 | -117.9 | 1.555 |
3.81 | 29 | 4.473441 | 1.034642 | 1,352 | 3.122402 | 34.1 | -118.1 | 2.346 |
3.0912 | 21 | 5.225127 | 1.028322 | 3,927 | 2.851852 | 38.26 | -122.05 | 1.263 |
3.4032 | 31 | 4.147761 | 0.953731 | 2,259 | 3.371642 | 34.09 | -117.97 | 1.434 |
3.7831 | 38 | 5.595395 | 1.042763 | 872 | 2.868421 | 32.83 | -116.94 | 1.478 |
1.7708 | 36 | 3.828358 | 1.097015 | 1,316 | 4.910448 | 33.97 | -118.25 | 1.026 |
2.774 | 22 | 5.114024 | 1.107471 | 1,870 | 2.450852 | 38.61 | -121.32 | 1.902 |
2.1842 | 40 | 4.325103 | 1.004115 | 745 | 3.065844 | 34.09 | -117.3 | 0.752 |
6.6719 | 26 | 8.02682 | 1.072797 | 793 | 3.038314 | 33.84 | -117.85 | 2.717 |
3.2375 | 36 | 5.058182 | 1.029091 | 1,025 | 3.727273 | 34.01 | -118.07 | 1.768 |
3.5294 | 12 | 14.113821 | 2.861789 | 330 | 2.682927 | 37.8 | -119.07 | 1.607 |
1.756 | 33 | 5.309322 | 1.008475 | 753 | 3.190678 | 38.15 | -122.23 | 0.864 |
2.6518 | 40 | 3.967105 | 1.039474 | 826 | 1.811404 | 32.76 | -117.15 | 1.798 |
2.7083 | 46 | 4.129252 | 0.955782 | 701 | 2.384354 | 34.09 | -117.65 | 1.163 |
3.3047 | 24 | 4.306709 | 1.036741 | 1,908 | 3.047923 | 33.74 | -117.81 | 2.169 |
2.1023 | 12 | 4.119907 | 1.011641 | 1,987 | 2.313155 | 33.94 | -117.45 | 1.037 |
2.3229 | 16 | 5.205357 | 1.044643 | 2,372 | 3.529762 | 33.85 | -117.28 | 1.18 |
2.5362 | 29 | 4.173913 | 1.119565 | 1,021 | 1.849638 | 37.69 | -122.07 | 2.038 |
2.5197 | 34 | 5.18617 | 1.082447 | 1,029 | 2.736702 | 40.14 | -122.12 | 0.823 |
2.2222 | 10 | 5.942857 | 1.571429 | 436 | 6.228571 | 34.62 | -119.06 | 2.625 |
1.449 | 30 | 4.872928 | 1.096685 | 1,406 | 3.883978 | 33.94 | -118.27 | 0.931 |
4.0536 | 46 | 5.889831 | 0.977401 | 748 | 2.112994 | 37.91 | -122.29 | 2.62 |
3.1923 | 40 | 4.308824 | 1.049632 | 1,305 | 2.398897 | 33.88 | -118.12 | 1.919 |
6.9772 | 17 | 7.258224 | 1.105263 | 1,674 | 2.753289 | 37.12 | -122 | 3.833 |
2.1389 | 35 | 3.097276 | 1.093385 | 567 | 2.206226 | 34.44 | -119.83 | 2.6 |
6.4335 | 7 | 7.383082 | 1.267241 | 4,446 | 2.395474 | 32.83 | -117.08 | 2.606 |
8.5282 | 25 | 7.83105 | 1.107306 | 1,284 | 2.931507 | 34.15 | -117.66 | 3.601 |
1.78 | 41 | 4.206107 | 1.083969 | 1,868 | 4.753181 | 34.03 | -118.3 | 1.625 |
3.7083 | 43 | 5.166667 | 0.985507 | 871 | 3.155797 | 33.83 | -118.22 | 1.752 |
8.5425 | 35 | 7.508403 | 1.018908 | 1,325 | 2.783613 | 37.24 | -121.98 | 5.00001 |
5.3733 | 8 | 8.513126 | 1.295943 | 1,133 | 2.704057 | 34.5 | -117.27 | 3.026 |
2.6827 | 17 | 5.376667 | 1.086667 | 765 | 2.55 | 34.46 | -117.12 | 1.104 |
5.2124 | 9 | 5.329932 | 1.017007 | 675 | 2.295918 | 33.67 | -117.81 | 1.996 |
3.5446 | 19 | 6.804574 | 1.27027 | 1,164 | 2.419958 | 37.39 | -119.59 | 1.065 |
0.9782 | 41 | 3.953995 | 1.048426 | 885 | 2.142857 | 37.98 | -121.26 | 0.542 |
3.75 | 16 | 5.597917 | 1.04375 | 1,502 | 3.129167 | 32.56 | -117.1 | 1.468 |
4.8068 | 46 | 5.463878 | 1.011407 | 607 | 2.307985 | 37.55 | -122.32 | 3.697 |
2.2067 | 24 | 5.945255 | 1.142336 | 641 | 2.339416 | 40.08 | -120.91 | 0.696 |
2.7243 | 31 | 4.114943 | 1 | 681 | 1.956897 | 37.91 | -122.31 | 2.181 |
5.4351 | 37 | 6.054299 | 0.972851 | 535 | 2.420814 | 37.53 | -122.3 | 3.766 |
2.6181 | 24 | 4.861446 | 1.048193 | 585 | 3.524096 | 37.78 | -121.43 | 1.635 |
3.725 | 21 | 6.219269 | 1.003322 | 870 | 2.890365 | 39.16 | -121.57 | 0.847 |
3.2778 | 13 | 6.469065 | 1.08777 | 2,044 | 2.941007 | 33.81 | -117.14 | 1.488 |
5.75 | 16 | 6.3 | 1.17 | 343 | 3.43 | 34.42 | -119.23 | 3.25 |
7.9217 | 4 | 5.106061 | 1 | 511 | 2.580808 | 33.66 | -117.83 | 2.962 |
3.5179 | 25 | 4.969697 | 1.131313 | 777 | 2.616162 | 37.98 | -122.01 | 1.655 |
4.8787 | 23 | 6.660828 | 1.007962 | 1,886 | 3.003185 | 38.15 | -121.29 | 1.753 |
3 | 18 | 4.45614 | 0.912281 | 393 | 3.447368 | 36.96 | -120.16 | 1.563 |
5.1104 | 26 | 5.530067 | 0.917595 | 1,538 | 3.42539 | 33.89 | -118.06 | 2.205 |
3.1042 | 7 | 5.493363 | 1.089602 | 2,431 | 2.689159 | 37.5 | -120.87 | 1.225 |
3.267 | 23 | 3.860558 | 1.14741 | 670 | 2.669323 | 33.92 | -118.33 | 1.854 |
2.7279 | 34 | 3.404063 | 1.090293 | 774 | 1.747178 | 37.39 | -122.09 | 3.656 |
4.6315 | 16 | 6.366521 | 1.078775 | 2,306 | 2.522976 | 33.92 | -117.8 | 2.775 |
2.1955 | 34 | 4.136483 | 0.955381 | 1,153 | 3.026247 | 32.62 | -117.09 | 1.297 |
3.2818 | 31 | 3.617094 | 1.041026 | 2,559 | 1.45812 | 34.09 | -118.37 | 2.25 |
2.2559 | 24 | 3.837947 | 1.002701 | 6,626 | 4.474004 | 34.07 | -118.01 | 1.668 |
5.1602 | 16 | 4.280488 | 1 | 674 | 1.643902 | 37.34 | -122.03 | 2.312 |
2.913 | 31 | 4.560669 | 1.050209 | 955 | 3.995816 | 34.04 | -118.33 | 1.925 |
4.2059 | 28 | 6.149321 | 1.226244 | 1,066 | 2.411765 | 34.43 | -119.59 | 5.00001 |
3.2123 | 17 | 4.946403 | 0.981664 | 1,867 | 2.633286 | 38.14 | -121.3 | 1.207 |
3.5893 | 25 | 5.769585 | 0.953917 | 587 | 2.705069 | 38.68 | -121.32 | 1.464 |
1.8047 | 29 | 4.693679 | 0.965964 | 1,809 | 2.931929 | 39.48 | -121.54 | 0.538 |
3.4306 | 34 | 5.774411 | 0.976431 | 780 | 2.626263 | 36.22 | -119.09 | 0.743 |
5.4482 | 20 | 4.577236 | 0.869919 | 246 | 2 | 37.95 | -122.05 | 1.908 |
2.4914 | 30 | 3.672897 | 0.997664 | 1,857 | 4.338785 | 34.08 | -118.05 | 1.592 |
3.5161 | 45 | 4.662269 | 1.100264 | 1,052 | 2.775726 | 34.04 | -118.36 | 1.57 |
3.3125 | 42 | 3.938697 | 1.065134 | 1,369 | 5.245211 | 33.94 | -118.35 | 1.446 |
4.3194 | 34 | 5.22549 | 0.960784 | 819 | 2.676471 | 34.22 | -118.56 | 1.97 |
5.9289 | 5 | 6.692853 | 1.041211 | 4,496 | 2.895042 | 33.07 | -117.2 | 4.113 |
5.0864 | 16 | 6.657343 | 1 | 530 | 3.706294 | 32.73 | -116.98 | 1.753 |
4.2383 | 18 | 7.572438 | 1.056537 | 828 | 2.925795 | 33.17 | -117.32 | 2.39 |
7.1576 | 52 | 10.344828 | 1.213793 | 384 | 2.648276 | 34.08 | -118.45 | 5.00001 |
2.85 | 38 | 5.089347 | 1.089347 | 1,080 | 3.71134 | 32.68 | -117.06 | 1.258 |
3.2879 | 32 | 6.097808 | 1.064081 | 2,131 | 3.593592 | 34.09 | -117.36 | 0.955 |
4.2214 | 14 | 5.93369 | 1.006417 | 2,815 | 3.010695 | 35.4 | -118.94 | 1.046 |
4.337 | 26 | 5.994264 | 1.001912 | 1,385 | 2.648184 | 37.37 | -118.45 | 1.397 |
4.8542 | 36 | 4.365979 | 0.953608 | 713 | 3.675258 | 33.92 | -118.09 | 1.674 |
3.1458 | 42 | 4.64532 | 0.842365 | 466 | 2.295567 | 33.94 | -117.4 | 1.16 |
6.1815 | 25 | 6.519115 | 0.967807 | 1,462 | 2.94165 | 33.48 | -117.69 | 2.885 |
3.6969 | 35 | 4.47482 | 1.223022 | 278 | 2 | 34.39 | -119.59 | 3.35 |
3.9583 | 35 | 5.382813 | 1 | 379 | 2.960938 | 34.08 | -117.93 | 2.06 |
2.2461 | 35 | 3.796875 | 1.054688 | 550 | 2.148438 | 34.18 | -118.44 | 2.15 |
2.9076 | 24 | 4.220497 | 1.11646 | 3,018 | 4.686335 | 34.24 | -118.53 | 2.753 |
2.234 | 32 | 4.892272 | 1.096019 | 1,765 | 4.133489 | 36.87 | -120.13 | 0.617 |
2.5562 | 27 | 3.454945 | 0.989011 | 1,039 | 2.283516 | 34.2 | -118.45 | 1.905 |
1.8533 | 15 | 4.903096 | 1.078062 | 1,784 | 2.401077 | 41.72 | -122.65 | 0.575 |
3.6477 | 15 | 8.334951 | 1.631068 | 501 | 2.432039 | 40.3 | -121.09 | 1.134 |
3.0827 | 29 | 4.791506 | 1.019305 | 2,773 | 2.676641 | 36.7 | -121.65 | 1.481 |
2.2188 | 52 | 3.60401 | 1.182957 | 1,018 | 2.551378 | 33.74 | -118.29 | 3.067 |
2.8456 | 40 | 4.869919 | 1.086721 | 756 | 2.04878 | 37.98 | -122.02 | 1.655 |
1.9038 | 39 | 3.777344 | 1 | 903 | 3.527344 | 33.91 | -118.26 | 0.931 |
6.1287 | 4 | 6.791897 | 1.081031 | 10,450 | 3.207489 | 34.01 | -117.75 | 2.896 |
5.0049 | 25 | 4.319261 | 1.039578 | 649 | 1.712401 | 37.79 | -122.43 | 4.6 |
3.8333 | 48 | 5.729469 | 1.028986 | 487 | 2.352657 | 37.74 | -122.49 | 3.408 |
1.7083 | 11 | 7.976744 | 1.476744 | 246 | 2.860465 | 38.95 | -122.63 | 0.773 |
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VES Modeling Regression Data
公开回归基准：California Housing（sklearn.datasets.fetch_california_housing，seed=42 划分）。
train.csv：16512 行 × 8 特征（MedInc/HouseAge/AveRooms/AveBedrms/Population/AveOccup/Latitude/Longitude）+target（房价中位数，单位 $100k）test_features.csv：4128 行 × 8 特征（预测目标）
不含隐藏测试标签：隐藏标签由 Host 持有（不公开），用于 verifier 独立验证。
生成脚本：scripts/generate_regression_data.py --dataset california
项目：https://github.com/Zhuchen00123/VES-Modeling ｜ Space（含交互 Demo）：https://huggingface.co/spaces/235dsds/VES-Modeling
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