Task
Supervised Classification on soybean

Supervised Classification on soybean

Task 3886 Supervised Classification soybean 513 runs submitted
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  • study_1 study_107 study_41 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, build_cpu_time: 0.0622, build_memory: 948482784.6442, f_measure: 0.9794, kappa: 0.9113, kb_relative_information_score: 547.5229, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9793, predictive_accuracy: 0.9795, prior_entropy: 0.573, recall: 0.9795, relative_absolute_error: 0.1749, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.13, root_relative_squared_error: 0.3807, scimark_benchmark: 945.6687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, build_cpu_time: 0.1004, build_memory: 2373747968.8433, f_measure: 0.9736, kappa: 0.8869, kb_relative_information_score: 548.3493, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9736, predictive_accuracy: 0.9736, prior_entropy: 0.573, recall: 0.9736, relative_absolute_error: 0.1789, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1288, root_relative_squared_error: 0.3774, scimark_benchmark: 931.2728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, build_cpu_time: 0.2624, build_memory: 972388191.0395, f_measure: 0.9765, kappa: 0.8986, kb_relative_information_score: 545.3611, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9764, predictive_accuracy: 0.9766, prior_entropy: 0.573, recall: 0.9766, relative_absolute_error: 0.1836, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1275, root_relative_squared_error: 0.3734, scimark_benchmark: 940.5708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, build_cpu_time: 0.4341, build_memory: 620295172.9429, f_measure: 0.9765, kappa: 0.8986, kb_relative_information_score: 544.297, mean_absolute_error: 0.0432, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9764, predictive_accuracy: 0.9766, prior_entropy: 0.573, recall: 0.9766, relative_absolute_error: 0.1845, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.379, scimark_benchmark: 943.025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, build_cpu_time: 3.4418, build_memory: 226595913.675, f_measure: 0.9678, kappa: 0.8618, kb_relative_information_score: 520.0078, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.573, recall: 0.9678, relative_absolute_error: 0.2139, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1447, root_relative_squared_error: 0.4239, scimark_benchmark: 886.8716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, build_cpu_time: 1.4971, build_memory: 505482850.366, f_measure: 0.9678, kappa: 0.8618, kb_relative_information_score: 519.8509, mean_absolute_error: 0.0496, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.573, recall: 0.9678, relative_absolute_error: 0.2121, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1433, root_relative_squared_error: 0.4196, scimark_benchmark: 938.4171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, build_cpu_time: 0.4777, build_memory: 1431627053.716, f_measure: 0.9764, kappa: 0.8976, kb_relative_information_score: 599.3904, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9763, predictive_accuracy: 0.9766, prior_entropy: 0.573, recall: 0.9766, relative_absolute_error: 0.0965, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.4254, scimark_benchmark: 944.2629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, build_cpu_time: 0.6504, build_memory: 1327011809.347, f_measure: 0.9794, kappa: 0.9113, kb_relative_information_score: 601.485, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9793, predictive_accuracy: 0.9795, prior_entropy: 0.573, recall: 0.9795, relative_absolute_error: 0.0899, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1437, root_relative_squared_error: 0.4208, scimark_benchmark: 938.0657,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, build_cpu_time: 1.4896, build_memory: 912073801.5227, f_measure: 0.9764, kappa: 0.8976, kb_relative_information_score: 595.0981, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9763, predictive_accuracy: 0.9766, prior_entropy: 0.573, recall: 0.9766, relative_absolute_error: 0.0997, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.15, root_relative_squared_error: 0.4392, scimark_benchmark: 943.404,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, build_cpu_time: 58.5374, build_memory: 577261918.9575, f_measure: 0.9778, kappa: 0.9036, kb_relative_information_score: 567.9906, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9777, predictive_accuracy: 0.978, prior_entropy: 0.573, recall: 0.978, relative_absolute_error: 0.1555, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1221, root_relative_squared_error: 0.3575, scimark_benchmark: 942.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, build_cpu_time: 27.4314, build_memory: 1280089000.8433, f_measure: 0.9764, kappa: 0.8976, kb_relative_information_score: 567.6409, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9763, predictive_accuracy: 0.9766, prior_entropy: 0.573, recall: 0.9766, relative_absolute_error: 0.1551, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.3622, scimark_benchmark: 942.7079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, build_cpu_time: 14.8194, build_memory: 337637643.3499, f_measure: 0.9779, kappa: 0.9045, kb_relative_information_score: 574.1094, mean_absolute_error: 0.0354, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9778, predictive_accuracy: 0.978, prior_entropy: 0.573, recall: 0.978, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1237, root_relative_squared_error: 0.3624, scimark_benchmark: 941.326,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, build_cpu_time: 4.6203, build_memory: 2072995892.8141, f_measure: 0.9704, kappa: 0.872, kb_relative_information_score: 570.0669, mean_absolute_error: 0.0296, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9703, predictive_accuracy: 0.9707, prior_entropy: 0.573, recall: 0.9707, relative_absolute_error: 0.1266, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.5016, scimark_benchmark: 942.9616,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, build_cpu_time: 0.0018, build_memory: 851979780.4041, f_measure: 0.8021, kappa: -0.0029, kb_relative_information_score: 177.9126, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.7486, predictive_accuracy: 0.8638, prior_entropy: 0.573, recall: 0.8638, relative_absolute_error: 0.5822, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.369, root_relative_squared_error: 1.0808, scimark_benchmark: 929.8725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, build_cpu_time: 0.0196, build_memory: 198042265.1713, f_measure: 0.9054, kappa: 0.5633, kb_relative_information_score: 299.6943, mean_absolute_error: 0.1132, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9065, predictive_accuracy: 0.9136, prior_entropy: 0.573, recall: 0.9136, relative_absolute_error: 0.484, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2417, root_relative_squared_error: 0.708, scimark_benchmark: 945.4151,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, build_cpu_time: 0.0674, build_memory: 771393972.1113, f_measure: 0.9574, kappa: 0.817, kb_relative_information_score: 452.312, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9574, predictive_accuracy: 0.9575, prior_entropy: 0.573, recall: 0.9575, relative_absolute_error: 0.3191, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1713, root_relative_squared_error: 0.5018, scimark_benchmark: 943.0033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, build_cpu_time: 0.0007, build_memory: 133728540.205, f_measure: 0.8792, kappa: 0.5684, kb_relative_information_score: 135.2152, mean_absolute_error: 0.1365, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9188, predictive_accuracy: 0.8638, prior_entropy: 0.573, recall: 0.8638, relative_absolute_error: 0.5837, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.3171, root_relative_squared_error: 0.9289, scimark_benchmark: 945.1738,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, build_cpu_time: 0.074, build_memory: 162308293.7394, f_measure: 0.9574, kappa: 0.823, kb_relative_information_score: 518.7571, mean_absolute_error: 0.0431, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.96, predictive_accuracy: 0.9561, prior_entropy: 0.573, recall: 0.9561, relative_absolute_error: 0.1841, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.5941, scimark_benchmark: 918.4301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, build_cpu_time: 0.1895, build_memory: 51656138.1552, f_measure: 0.9724, kappa: 0.8823, kb_relative_information_score: 577.1091, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9726, predictive_accuracy: 0.9722, prior_entropy: 0.573, recall: 0.9722, relative_absolute_error: 0.1189, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.4885, scimark_benchmark: 905.7962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, build_cpu_time: 0.1021, build_memory: 159008409.9092, f_measure: 0.9883, kappa: 0.9502, kb_relative_information_score: 636.4491, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9884, predictive_accuracy: 0.9883, prior_entropy: 0.573, recall: 0.9883, relative_absolute_error: 0.0501, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1082, root_relative_squared_error: 0.317, scimark_benchmark: 928.1083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.788, build_cpu_time: 0.0971, build_memory: 597599221.8331, f_measure: 0.9361, kappa: 0.7017, kb_relative_information_score: 469.2181, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9464, predictive_accuracy: 0.9429, prior_entropy: 0.573, recall: 0.9429, relative_absolute_error: 0.2441, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.239, root_relative_squared_error: 0.6999, scimark_benchmark: 915.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, build_cpu_time: 0.0004, build_memory: 197842221.4934, f_measure: 0.9678, kappa: 0.8618, kb_relative_information_score: 555.3986, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.573, recall: 0.9678, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.16, root_relative_squared_error: 0.4685, scimark_benchmark: 936.8525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9408, build_cpu_time: 0.03, build_memory: 694531575.2504, f_measure: 0.9594, kappa: 0.8273, kb_relative_information_score: 509.6465, mean_absolute_error: 0.0521, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9599, predictive_accuracy: 0.959, prior_entropy: 0.573, recall: 0.959, relative_absolute_error: 0.2227, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.5488, scimark_benchmark: 844.3635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, build_cpu_time: 0.1065, build_memory: 391638699.8302, f_measure: 0.9776, kappa: 0.9017, kb_relative_information_score: 523.7142, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9778, predictive_accuracy: 0.978, prior_entropy: 0.573, recall: 0.978, relative_absolute_error: 0.2417, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1368, root_relative_squared_error: 0.4008, scimark_benchmark: 875.7999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, build_cpu_time: 0.0811, build_memory: 2453434874.612, f_measure: 0.9766, kappa: 0.8995, kb_relative_information_score: 540.6829, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9766, predictive_accuracy: 0.9766, prior_entropy: 0.573, recall: 0.9766, relative_absolute_error: 0.1602, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1363, root_relative_squared_error: 0.3993, scimark_benchmark: 945.8601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, build_cpu_time: 0.1028, build_memory: 131857512.8785, f_measure: 0.9794, kappa: 0.9113, kb_relative_information_score: 606.1159, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9793, predictive_accuracy: 0.9795, prior_entropy: 0.573, recall: 0.9795, relative_absolute_error: 0.0873, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1292, root_relative_squared_error: 0.3786, scimark_benchmark: 919.5281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, build_cpu_time: 2.6011, build_memory: 2616923354.6823, f_measure: 0.9823, kappa: 0.9239, kb_relative_information_score: 613.055, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9823, predictive_accuracy: 0.9824, prior_entropy: 0.573, recall: 0.9824, relative_absolute_error: 0.0762, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.128, root_relative_squared_error: 0.3748, scimark_benchmark: 892.0716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, build_cpu_time: 4.8341, build_memory: 697437615.0512, f_measure: 0.9853, kappa: 0.9366, kb_relative_information_score: 625.2082, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9853, predictive_accuracy: 0.9854, prior_entropy: 0.573, recall: 0.9854, relative_absolute_error: 0.0636, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.1207, root_relative_squared_error: 0.3534, scimark_benchmark: 939.4513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, build_cpu_time: 9.4415, build_memory: 2666044741.9854, f_measure: 0.9806, kappa: 0.9156, kb_relative_information_score: 609.4769, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9808, predictive_accuracy: 0.981, prior_entropy: 0.573, recall: 0.981, relative_absolute_error: 0.0814, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.138, root_relative_squared_error: 0.4041, scimark_benchmark: 939.6177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, build_cpu_time: 20.2412, build_memory: 880883283.5139, f_measure: 0.9806, kappa: 0.9156, kb_relative_information_score: 609.4764, mean_absolute_error: 0.019, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9808, predictive_accuracy: 0.981, prior_entropy: 0.573, recall: 0.981, relative_absolute_error: 0.0814, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.138, root_relative_squared_error: 0.4041, scimark_benchmark: 874.6519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, build_cpu_time: 0.2186, build_memory: 44277994.5652, f_measure: 0.9807, kappa: 0.9164, kb_relative_information_score: 582.5379, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9807, predictive_accuracy: 0.981, prior_entropy: 0.573, recall: 0.981, relative_absolute_error: 0.1254, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.133, root_relative_squared_error: 0.3895, scimark_benchmark: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, build_cpu_time: 0.0745, build_memory: 224603353.4056, f_measure: 0.9678, kappa: 0.8618, kb_relative_information_score: 555.3986, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.573, recall: 0.9678, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.16, root_relative_squared_error: 0.4685, scimark_benchmark: 924.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9548, build_cpu_time: 0.0793, build_memory: 754487990.899, f_measure: 0.9678, kappa: 0.8618, kb_relative_information_score: 555.3986, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.2339, number_of_instances: 683, precision: 0.9678, predictive_accuracy: 0.9678, prior_entropy: 0.573, recall: 0.9678, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.3414, root_mean_squared_error: 0.16, root_relative_squared_error: 0.4685, scimark_benchmark: 943.7751,

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

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From your own software

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

OpenML APIs