Run
7136790

Run 7136790

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 04-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.576510532095572
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight10.1816434785697
mlr.classif.xgboost(9)_subsample0.234581564413384
mlr.classif.xgboost(9)_colsample_bytree0.269567041192204
mlr.classif.xgboost(9)_colsample_bylevel0.726610897108912
mlr.classif.xgboost(9)_lambda2.85120127003714
mlr.classif.xgboost(9)_alpha1.30036181912707
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3149
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9492
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7568
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10928.0008
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1366
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2761
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3061
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6155
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1296.4816
UserCPU time millis
928.043
UserCPU time millis testing
17.441
UserCPU time millis training
910.602