Run
7100532

Run 7100532

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)_eta0.0162046477992003
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight68.0644345043313
mlr.classif.xgboost(9)_subsample0.347338122944348
mlr.classif.xgboost(9)_colsample_bytree0.471577853430063
mlr.classif.xgboost(9)_colsample_bylevel0.390835204627365
mlr.classif.xgboost(9)_lambda0.00178902532850506
mlr.classif.xgboost(9)_alpha0.00151789194975974
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1791
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
0.9086
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6549
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6669.9552
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2943
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
0.831
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8305
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8305
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5949
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3562
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7162
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.0992
UserCPU time millis
625.491
UserCPU time millis testing
11.15
UserCPU time millis training
614.341