Run
5826608

Run 5826608

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot14 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.889245603779194
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight9.76306685660859
mlr.classif.xgboost(9)_subsample0.836664763931185
mlr.classif.xgboost(9)_colsample_bytree0.316312521230429
mlr.classif.xgboost(9)_colsample_bylevel0.796858621295542
mlr.classif.xgboost(9)_lambda0.0156785320040013
mlr.classif.xgboost(9)_alpha4.09270059478451
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3143
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
0.9742
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9179
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11865.3009
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1079
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
0.9179
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.918
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4961
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.2862
UserCPU time millis
822.865
UserCPU time millis testing
11.361
UserCPU time millis training
811.504