Run
7111105

Run 7111105

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)_eta0.13062734101908
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight14.8945085764497
mlr.classif.xgboost(9)_subsample0.79673520217184
mlr.classif.xgboost(9)_colsample_bytree0.673407681984827
mlr.classif.xgboost(9)_colsample_bylevel0.427660698536783
mlr.classif.xgboost(9)_lambda1.41052891397045
mlr.classif.xgboost(9)_alpha3.81538663649894
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds609
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
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11617.9364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1219
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
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9335
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2463
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4515
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1290.0972
UserCPU time millis
324.562
UserCPU time millis testing
4.933
UserCPU time millis training
319.629