Run
7115946

Run 7115946

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)_eta0.254853553543225
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight75.1293379969982
mlr.classif.xgboost(9)_subsample0.625159035017714
mlr.classif.xgboost(9)_colsample_bytree0.50904852268286
mlr.classif.xgboost(9)_colsample_bylevel0.946066404692829
mlr.classif.xgboost(9)_lambda0.00700054178405092
mlr.classif.xgboost(9)_alpha0.00338518029560705
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2964
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
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9019
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8016
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10952.3695
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.141
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
0.902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9021
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2849
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2682
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5393
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.3558
UserCPU time millis
1216.58
UserCPU time millis testing
15.473
UserCPU time millis training
1201.107