OpenML
1973569

Run 1973569

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 04-04-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(6)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(6)_eta0.91925168888917
mlr.classif.xgboost(6)_max_depth4
mlr.classif.xgboost(6)_min_child_weight114.240538245589
mlr.classif.xgboost(6)_subsample0.838708006846719
mlr.classif.xgboost(6)_colsample_bytree0.508713499177247
mlr.classif.xgboost(6)_colsample_bylevel0.747842226875946
mlr.classif.xgboost(6)_lambda24.0481722635761
mlr.classif.xgboost(6)_alpha0.00402913984988778
mlr.classif.xgboost(6)_nrounds1045
mlr.classif.xgboost(6)_verbose0
mlr.classif.xgboost(6)_openml.seed1
mlr.classif.xgboost(6)_openml.kindMersenne-Twister
mlr.classif.xgboost(6)_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
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7628
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10464.9332
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1563
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
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.316
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2896
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5822
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1899.2345
UserCPU time millis
52.994
UserCPU time millis testing
0.699
UserCPU time millis training
52.295