Run
7110491

Run 7110491

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)_eta0.0204248477900187
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight1.93816598940542
mlr.classif.xgboost(9)_subsample0.710113795334473
mlr.classif.xgboost(9)_colsample_bytree0.85081222676672
mlr.classif.xgboost(9)_colsample_bylevel0.522402209695429
mlr.classif.xgboost(9)_lambda3.66846350152271
mlr.classif.xgboost(9)_alpha0.0126069352467588
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4273
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
0.9916
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9088
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13049.9238
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0686
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
0.955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1821
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.366
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.4502
UserCPU time millis
3407.131
UserCPU time millis testing
54.029
UserCPU time millis training
3353.102