Task
Supervised Regression on bodyfat

Supervised Regression on bodyfat

Task 5514 Supervised Regression bodyfat 53 runs submitted
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PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... rest.RandomForestRegressor)(2) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... rest.RandomForestRegressor)(2) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... rest.RandomForestRegressor)(2) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... rest.RandomForestRegressor)(2) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... rest.RandomForestRegressor)(2) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
PAVAN KUMAR PERUGU 2 years ago
ran flow sklearn.pipeline.Pipeline(colu ... sses.DecisionTreeRegressor)(4) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_prior_absolute_error: 6.8603, number_of_instances: 252, root_mean_prior_squared_error: 8.3521,
George Volkov 5 years ago
ran flow sklearn.linear_model._ridge.Ridge(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.6081, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.5259, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 4.4103, root_relative_squared_error: 0.528,
George Volkov 5 years ago
ran flow sklearn.linear_model._ridge.Ridge(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.6059, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.5256, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 4.4076, root_relative_squared_error: 0.5277,
George Volkov 5 years ago
ran flow sklearn.linear_model._ridge.Ridge(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.6101, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.5262, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 4.4128, root_relative_squared_error: 0.5283,
George Volkov 5 years ago
ran flow sklearn.linear_model._ridge.Ridge(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.601, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.5249, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 4.4015, root_relative_squared_error: 0.527,
George Volkov 5 years ago
ran flow sklearn.linear_model._ridge.Ridge(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.6059, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.5256, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 4.4076, root_relative_squared_error: 0.5277,
George Volkov 5 years ago
ran flow sklearn.linear_model._ridge.Ridge(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.6275, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.5288, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 4.4344, root_relative_squared_error: 0.5309,
George Volkov 5 years ago
ran flow sklearn.linear_model._ridge.Ridge(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.6168, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.5272, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 4.421, root_relative_squared_error: 0.5293,
George Volkov 5 years ago
ran flow sklearn.linear_model._ridge.Ridge(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.5878, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.523, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 4.3851, root_relative_squared_error: 0.525,
George Volkov 5 years ago
ran flow sklearn.linear_model._ridge.Ridge(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.5303, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.5146, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 4.3145, root_relative_squared_error: 0.5166,
George Volkov 5 years ago
ran flow sklearn.linear_model._ridge.Ridge(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.595, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.524, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 4.3941, root_relative_squared_error: 0.5261,
George Volkov 5 years ago
ran flow sklearn.linear_model._ridge.Ridge(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.6421, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.5309, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 4.4533, root_relative_squared_error: 0.5332,
George Volkov 5 years ago
ran flow sklearn.linear_model._ridge.Ridge(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 3.595, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.524, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 4.3941, root_relative_squared_error: 0.5261,
George Volkov 5 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 5.0945, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.7426, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 6.2455, root_relative_squared_error: 0.7478,
George Volkov 5 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 4.4632, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.6506, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 5.5225, root_relative_squared_error: 0.6612,
George Volkov 5 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 4.4672, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.6512, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 5.4983, root_relative_squared_error: 0.6583,
George Volkov 5 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 4.4723, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.6519, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 5.5183, root_relative_squared_error: 0.6607,
George Volkov 5 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 4.3975, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.641, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 5.4669, root_relative_squared_error: 0.6546,
George Volkov 5 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 4.3854, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.6392, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 5.448, root_relative_squared_error: 0.6523,
George Volkov 5 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 4.5507, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.6633, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 5.5822, root_relative_squared_error: 0.6684,
George Volkov 5 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 4.6222, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.6738, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 5.6785, root_relative_squared_error: 0.6799,
George Volkov 5 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 4.8855, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.7121, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 6.0141, root_relative_squared_error: 0.7201,
George Volkov 5 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 4.5586, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.6645, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 5.591, root_relative_squared_error: 0.6694,
George Volkov 5 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 4.4136, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.6433, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 5.4177, root_relative_squared_error: 0.6487,
George Volkov 5 years ago
ran flow sklearn.neighbors._regression.KNeighborsRegressor(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 4.3362, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.6321, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 5.3977, root_relative_squared_error: 0.6463,
George Volkov 5 years ago
ran flow sklearn.linear_model._base.LinearRegression(1) on task Supervised Regression on data set bodyfat
0 likes - 0 downloads - 0 reach - mean_absolute_error: 0.5368, mean_prior_absolute_error: 6.8603, number_of_instances: 252, relative_absolute_error: 0.0783, root_mean_prior_squared_error: 8.3521, root_mean_squared_error: 1.3894, root_relative_squared_error: 0.1664,

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

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 predictive_accuracy
source_data bodyfat (1)
target_feature class

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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