Run
5819763

Run 5819763

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)_eta0.0830133811499319
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight1.8369856935918
mlr.classif.xgboost(9)_subsample0.211167234228924
mlr.classif.xgboost(9)_colsample_bytree0.765431772451848
mlr.classif.xgboost(9)_colsample_bylevel0.552285879617557
mlr.classif.xgboost(9)_lambda0.00106046955400403
mlr.classif.xgboost(9)_alpha0.299564047450794
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1215
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
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9458
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12674.6649
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0816
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
0.9459
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9459
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9459
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2017
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4056
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.1764
UserCPU time millis
713.699
UserCPU time millis testing
10.381
UserCPU time millis training
703.318