OpenML
Supervised Classification on acute-inflammations

Supervised Classification on acute-inflammations

Task 9901 Supervised Classification acute-inflammations 392 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 115.0844, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 115.0844, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1071,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 69.2457, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 69.2457, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9501, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.001, root_relative_squared_error: 0.0019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9582, kappa: 0.9165, kb_relative_information_score: 97.4896, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 0.9615, predictive_accuracy: 0.9583, prior_entropy: 0.9998, recall: 0.9583, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9582, kappa: 0.9165, kb_relative_information_score: 97.4896, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 0.9615, predictive_accuracy: 0.9583, prior_entropy: 0.9998, recall: 0.9583, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9582, kappa: 0.9165, kb_relative_information_score: 97.4896, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 0.9615, predictive_accuracy: 0.9583, prior_entropy: 0.9998, recall: 0.9583, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9582, kappa: 0.9165, kb_relative_information_score: 97.4896, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 0.9615, predictive_accuracy: 0.9583, prior_entropy: 0.9998, recall: 0.9583, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 115.0844, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 115.0844, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 115.0844, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 69.2457, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9501, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.001, root_relative_squared_error: 0.0019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9501, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.001, root_relative_squared_error: 0.0019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 115.0844, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9582, kappa: 0.9165, kb_relative_information_score: 97.4896, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 0.9615, predictive_accuracy: 0.9583, prior_entropy: 0.9998, recall: 0.9583, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 115.0844, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 115.0844, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 69.2457, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9582, kappa: 0.9165, kb_relative_information_score: 97.4896, mean_absolute_error: 0.1084, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 0.9615, predictive_accuracy: 0.9583, prior_entropy: 0.9998, recall: 0.9583, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.175, root_relative_squared_error: 0.3501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 115.0844, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 115.0844, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0533, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 69.2457, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9501, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.001, root_relative_squared_error: 0.0019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9992, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, root_mean_prior_squared_error: 0.4999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 69.2457, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 69.2457, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.4929, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9501, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.001, root_relative_squared_error: 0.0019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 119.9501, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4999, number_of_instances: 120, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9998, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.4999, root_mean_squared_error: 0.001, root_relative_squared_error: 0.0019,

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