Run
7122664

Run 7122664

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)_eta0.33962186147585
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight83.2193922173251
mlr.classif.xgboost(9)_subsample0.734279015380889
mlr.classif.xgboost(9)_colsample_bytree0.93790571950376
mlr.classif.xgboost(9)_colsample_bylevel0.714544866932556
mlr.classif.xgboost(9)_lambda0.0141277810672304
mlr.classif.xgboost(9)_alpha0.864029444618368
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4432
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
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8124
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11260.6223
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1295
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
0.9073
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9073
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9073
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2617
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2628
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5283
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1254.9338
UserCPU time millis
1953.721
UserCPU time millis testing
22.677
UserCPU time millis training
1931.044