Task
Supervised Regression on kin8nm

Supervised Regression on kin8nm

Task 2280 Supervised Regression kin8nm 23 runs submitted
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Tobias Oberkofler 2 years ago
ran flow torch.nn.modules.container.Sequential.8502ce20bbbe1ad9(1) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.6156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 2.8562, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.6791, root_relative_squared_error: 2.5763,
Sharath Kumar Reddy Alijarla 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... rest.RandomForestRegressor)(1) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.2155, number_of_instances: 8192, root_mean_prior_squared_error: 0.2636,
Sharath Kumar Reddy Alijarla 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... rest.RandomForestRegressor)(1) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.2155, number_of_instances: 8192, root_mean_prior_squared_error: 0.2636,
Sharath Kumar Reddy Alijarla 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... rest.RandomForestRegressor)(1) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 0.2155, number_of_instances: 8192, root_mean_prior_squared_error: 0.2636,
Heidi Seibold 7 years ago
ran flow mlr.regr.rpart.dummied(1) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.8197, usercpu_time_millis: 0.326, usercpu_time_millis_testing: 0.021, usercpu_time_millis_training: 0.305,
Heidi Seibold 7 years ago
ran flow mlr.regr.rpart(5) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.1758, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 0.8154, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.8197, usercpu_time_millis: 0.29, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.265,
Giuseppe Casalicchio 8 years ago
ran flow mlr.regr.penalized.fusedlasso(1) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 0.7579, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.7694,
Giuseppe Casalicchio 8 years ago
ran flow mlr.regr.penalized.fusedlasso(1) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 0.7579, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.7694,
Giuseppe Casalicchio 8 years ago
ran flow mlr.regr.glmboost(1) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.1654, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 0.7675, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.7741,
Giuseppe Casalicchio 8 years ago
ran flow mlr.regr.glmboost(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.1654, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 0.7675, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.7741,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,
Jan van Rijn 10 years ago
ran flow weka.ZeroR(2) on task Supervised Regression on data set kin8nm
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.2155, number_of_instances: 8192, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2636, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0001,

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    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

    Given a dataset with a numeric target and a set of train/test splits, e.g. generated by a cross-validation procedure, train a model and return the predictions of that model.

    Given inputs

    estimation_procedure 10-fold Crossvalidation
    evaluation_measures mean_absolute_error
    source_data kin8nm (1)
    target_feature y

    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)

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