OpenML
Supervised Classification on tamilnadu-electricity

Supervised Classification on tamilnadu-electricity

Task 9968 Supervised Classification tamilnadu-electricity 10356 runs submitted
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  • OpenML100 study_123 study_14 study_7 trivial
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5068, kappa: 0.0135, kb_relative_information_score: 2462.6652, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.0761, prior_entropy: 4.2455, recall: 0.0761, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.3039, root_relative_squared_error: 1.3983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9253, f_measure: 0.8686, kappa: 0.8509, kb_relative_information_score: 39306.1027, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.8963, predictive_accuracy: 0.8591, prior_entropy: 4.2455, recall: 0.8591, relative_absolute_error: 0.1491, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.1187, root_relative_squared_error: 0.5461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, kappa: 0.7379, kb_relative_information_score: 32353.7451, mean_absolute_error: 0.0246, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.7544, prior_entropy: 4.2455, recall: 0.7544, relative_absolute_error: 0.2598, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.1567, root_relative_squared_error: 0.7209,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8332, f_measure: 0.7032, kappa: 0.6679, kb_relative_information_score: 31260.2193, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.754, predictive_accuracy: 0.6866, prior_entropy: 4.2455, recall: 0.6866, relative_absolute_error: 0.3316, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.177, root_relative_squared_error: 0.8144,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6896, f_measure: 0.4955, kappa: 0.3771, kb_relative_information_score: 17888.1677, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.8342, predictive_accuracy: 0.4096, prior_entropy: 4.2455, recall: 0.4096, relative_absolute_error: 0.6248, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.243, root_relative_squared_error: 1.1178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6475, f_measure: 0.3852, kappa: 0.2963, kb_relative_information_score: 14780.3476, mean_absolute_error: 0.0662, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.6877, predictive_accuracy: 0.3381, prior_entropy: 4.2455, recall: 0.3381, relative_absolute_error: 0.7004, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.2573, root_relative_squared_error: 1.1836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4777, kappa: -0.0447, kb_relative_information_score: 67.4237, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.0216, prior_entropy: 4.2455, recall: 0.0216, relative_absolute_error: 1.0353, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.3128, root_relative_squared_error: 1.439,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8544, f_measure: 0.741, kappa: 0.7106, kb_relative_information_score: 33142.027, mean_absolute_error: 0.0273, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.7841, predictive_accuracy: 0.727, prior_entropy: 4.2455, recall: 0.727, relative_absolute_error: 0.2888, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.1652, root_relative_squared_error: 0.76,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6644, f_measure: 0.4072, kappa: 0.3299, kb_relative_information_score: 16225.5535, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.6556, predictive_accuracy: 0.3692, prior_entropy: 4.2455, recall: 0.3692, relative_absolute_error: 0.6675, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.2512, root_relative_squared_error: 1.1554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5339, kappa: 0.0678, kb_relative_information_score: 4693.1106, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.1269, prior_entropy: 4.2455, recall: 0.1269, relative_absolute_error: 0.9239, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.2955, root_relative_squared_error: 1.3593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4932, kappa: -0.0136, kb_relative_information_score: 1347.9856, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.0508, prior_entropy: 4.2455, recall: 0.0508, relative_absolute_error: 1.0045, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.3081, root_relative_squared_error: 1.4174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6557, f_measure: 0.4013, kappa: 0.3129, kb_relative_information_score: 15536.4352, mean_absolute_error: 0.0646, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.6795, predictive_accuracy: 0.3537, prior_entropy: 4.2455, recall: 0.3537, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.2542, root_relative_squared_error: 1.1695,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.7721, kappa: 0.7296, kb_relative_information_score: 33908.694, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.8399, predictive_accuracy: 0.7442, prior_entropy: 4.2455, recall: 0.7442, relative_absolute_error: 0.2707, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.1599, root_relative_squared_error: 0.7357,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5145, kappa: 0.029, kb_relative_information_score: 3100.6206, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.0907, prior_entropy: 4.2455, recall: 0.0907, relative_absolute_error: 0.9622, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.3016, root_relative_squared_error: 1.3872,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.7789, kappa: 0.7499, kb_relative_information_score: 35365.4232, mean_absolute_error: 0.0236, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.8433, predictive_accuracy: 0.7637, prior_entropy: 4.2455, recall: 0.7637, relative_absolute_error: 0.2501, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.1537, root_relative_squared_error: 0.7072,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4932, kappa: -0.0136, kb_relative_information_score: 1347.9856, mean_absolute_error: 0.0949, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.0508, prior_entropy: 4.2455, recall: 0.0508, relative_absolute_error: 1.0045, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.3081, root_relative_squared_error: 1.4174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7006, f_measure: 0.4735, kappa: 0.4006, kb_relative_information_score: 19181.7248, mean_absolute_error: 0.0567, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.6632, predictive_accuracy: 0.4335, prior_entropy: 4.2455, recall: 0.4335, relative_absolute_error: 0.5995, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.238, root_relative_squared_error: 1.095,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5068, kappa: 0.0135, kb_relative_information_score: 2462.6652, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.0761, prior_entropy: 4.2455, recall: 0.0761, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.3039, root_relative_squared_error: 1.3983,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6787, f_measure: 0.4268, kappa: 0.3582, kb_relative_information_score: 17427.1244, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.642, predictive_accuracy: 0.3953, prior_entropy: 4.2455, recall: 0.3953, relative_absolute_error: 0.6399, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.2459, root_relative_squared_error: 1.1313,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5068, kappa: 0.0135, kb_relative_information_score: 2462.6652, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.0761, prior_entropy: 4.2455, recall: 0.0761, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.3039, root_relative_squared_error: 1.3983,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7045, f_measure: 0.4715, kappa: 0.4083, kb_relative_information_score: 19620.1034, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.6283, predictive_accuracy: 0.44, prior_entropy: 4.2455, recall: 0.44, relative_absolute_error: 0.5926, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.2367, root_relative_squared_error: 1.0887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5068, kappa: 0.0135, kb_relative_information_score: 2462.6652, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.0761, prior_entropy: 4.2455, recall: 0.0761, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.3039, root_relative_squared_error: 1.3983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5068, kappa: 0.0135, kb_relative_information_score: 2462.6652, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.0761, prior_entropy: 4.2455, recall: 0.0761, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.3039, root_relative_squared_error: 1.3983,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5339, kappa: 0.0678, kb_relative_information_score: 4693.1106, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.1269, prior_entropy: 4.2455, recall: 0.1269, relative_absolute_error: 0.9239, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.2955, root_relative_squared_error: 1.3593,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5068, kappa: 0.0135, kb_relative_information_score: 2462.6652, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.0761, prior_entropy: 4.2455, recall: 0.0761, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.3039, root_relative_squared_error: 1.3983,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9936, kappa: 0.9932, kb_relative_information_score: 45496.7693, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.9937, predictive_accuracy: 0.9936, prior_entropy: 4.2455, recall: 0.9936, relative_absolute_error: 0.0068, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.0253, root_relative_squared_error: 0.1166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5779, f_measure: 0.2451, kappa: 0.1562, kb_relative_information_score: 8554.8532, mean_absolute_error: 0.0794, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 0.8103, predictive_accuracy: 0.2059, prior_entropy: 4.2455, recall: 0.2059, relative_absolute_error: 0.8403, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.2818, root_relative_squared_error: 1.2964,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4749, kappa: -0.0502, kb_relative_information_score: -175.2576, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, predictive_accuracy: 0.0161, prior_entropy: 4.2455, recall: 0.0161, relative_absolute_error: 1.0412, root_mean_prior_squared_error: 0.2174, root_mean_squared_error: 0.3137, root_relative_squared_error: 1.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 45780.2477, mean_prior_absolute_error: 0.0945, number_of_instances: 45781, precision: 1, predictive_accuracy: 1, prior_entropy: 4.2455, recall: 1, root_mean_prior_squared_error: 0.2174,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs