Run
5816971

Run 5816971

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 13-07-2017 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)_eta0.931034553485736
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight13.7599271545023
mlr.classif.xgboost(9)_subsample0.243035143543966
mlr.classif.xgboost(9)_colsample_bytree0.242093540960923
mlr.classif.xgboost(9)_colsample_bylevel0.926804271060973
mlr.classif.xgboost(9)_lambda306.164616991132
mlr.classif.xgboost(9)_alpha22.0308215699875
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3216
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
0.8951
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6722.7248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2899
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
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8176
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3634
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7306
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1217.3752
UserCPU time millis
578.425
UserCPU time millis testing
9.994
UserCPU time millis training
568.431