Run
7132975

Run 7132975

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)_eta0.0991208373038437
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight6.0929993337954
mlr.classif.xgboost(9)_subsample0.600282943039201
mlr.classif.xgboost(9)_colsample_bytree0.526844125241041
mlr.classif.xgboost(9)_colsample_bylevel0.253885578596964
mlr.classif.xgboost(9)_lambda0.0620659724720005
mlr.classif.xgboost(9)_alpha0.280605758671871
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds645
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
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8629
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11729.4788
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.117
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
0.9323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9323
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9323
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4538
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.2052
UserCPU time millis
313.62
UserCPU time millis testing
6.804
UserCPU time millis training
306.816