OpenML
1973570

Run 1973570

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)_eta0.565876635956363
mlr.classif.xgboost(6)_max_depth14
mlr.classif.xgboost(6)_min_child_weight68.5066072087262
mlr.classif.xgboost(6)_subsample0.456466236687265
mlr.classif.xgboost(6)_colsample_bytree0.724257903173566
mlr.classif.xgboost(6)_colsample_bylevel0.67591458116658
mlr.classif.xgboost(6)_lambda705.984093449059
mlr.classif.xgboost(6)_alpha0.946774209308892
mlr.classif.xgboost(6)_nrounds973
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
0.9482
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7472
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8997.1526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2137
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
0.8759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.432
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6092
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1831.6625
UserCPU time millis
70.615
UserCPU time millis testing
0.792
UserCPU time millis training
69.823