OpenML
Supervised Classification on vowel

Supervised Classification on vowel

Task 3022 Supervised Classification vowel 18971 runs submitted
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  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_50 study_7 study_98 study_99 under100k under1m
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18971 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.3384, kappa: 0.3633, kb_relative_information_score: 0.1644, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4212, number_of_instances: 990, precision: 0.4016, predictive_accuracy: 0.4212, prior_entropy: 3.4594, relative_absolute_error: 0.9466, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.9527, unweighted_recall: 0.4212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.3384, kappa: 0.3633, kb_relative_information_score: 0.1644, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4212, number_of_instances: 990, precision: 0.4016, predictive_accuracy: 0.4212, prior_entropy: 3.4594, relative_absolute_error: 0.9466, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.9527, unweighted_recall: 0.4212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.3384, kappa: 0.3633, kb_relative_information_score: 0.1644, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4212, number_of_instances: 990, precision: 0.4016, predictive_accuracy: 0.4212, prior_entropy: 3.4594, relative_absolute_error: 0.9466, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.9527, unweighted_recall: 0.4212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.3384, kappa: 0.3633, kb_relative_information_score: 0.1644, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4212, number_of_instances: 990, precision: 0.4016, predictive_accuracy: 0.4212, prior_entropy: 3.4594, relative_absolute_error: 0.9466, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.9527, unweighted_recall: 0.4212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.3384, kappa: 0.3633, kb_relative_information_score: 0.1644, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4212, number_of_instances: 990, precision: 0.4016, predictive_accuracy: 0.4212, prior_entropy: 3.4594, relative_absolute_error: 0.9466, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.9527, unweighted_recall: 0.4212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.3384, kappa: 0.3633, kb_relative_information_score: 0.1644, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4212, number_of_instances: 990, precision: 0.4016, predictive_accuracy: 0.4212, prior_entropy: 3.4594, relative_absolute_error: 0.9466, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.9527, unweighted_recall: 0.4212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.3384, kappa: 0.3633, kb_relative_information_score: 0.1644, mean_absolute_error: 0.1565, mean_prior_absolute_error: 0.1653, weighted_recall: 0.4212, number_of_instances: 990, precision: 0.4016, predictive_accuracy: 0.4212, prior_entropy: 3.4594, relative_absolute_error: 0.9466, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.9527, unweighted_recall: 0.4212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9213, f_measure: 0.5383, kappa: 0.5122, kb_relative_information_score: 0.4155, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.1653, weighted_recall: 0.5566, number_of_instances: 990, precision: 0.5499, predictive_accuracy: 0.5566, prior_entropy: 3.4594, relative_absolute_error: 0.801, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2448, root_relative_squared_error: 0.8516, unweighted_recall: 0.5566,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9377, f_measure: 0.6448, kappa: 0.61, kb_relative_information_score: 0.5776, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6455, number_of_instances: 990, precision: 0.6499, predictive_accuracy: 0.6455, prior_entropy: 3.4594, relative_absolute_error: 0.6358, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.7579, unweighted_recall: 0.6455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.6049, kappa: 0.5767, kb_relative_information_score: 0.5131, mean_absolute_error: 0.1181, mean_prior_absolute_error: 0.1653, weighted_recall: 0.6152, number_of_instances: 990, precision: 0.6098, predictive_accuracy: 0.6152, prior_entropy: 3.4594, relative_absolute_error: 0.7143, root_mean_prior_squared_error: 0.2875, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.7961, unweighted_recall: 0.6152,

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