Run
7119442

Run 7119442

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)_eta0.0110310424550856
mlr.classif.xgboost(9)_min_child_weight2.34063253110933
mlr.classif.xgboost(9)_subsample0.260197578952648
mlr.classif.xgboost(9)_colsample_bytree0.692405750509351
mlr.classif.xgboost(9)_colsample_bylevel0.233398651937023
mlr.classif.xgboost(9)_lambda11.0650323665847
mlr.classif.xgboost(9)_alpha0.044382882656897
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3059
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
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9062
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8101
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9736.183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1914
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
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9064
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3868
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2707
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5443
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.5781
UserCPU time millis
1123.247
UserCPU time millis testing
25.66
UserCPU time millis training
1097.587