Run
1857827

Run 1857827

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 27-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(4)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(4)_eta0.00391816234870754
mlr.classif.xgboost(4)_max_depth11
mlr.classif.xgboost(4)_min_child_weight71.8566429765253
mlr.classif.xgboost(4)_subsample0.551684246421792
mlr.classif.xgboost(4)_colsample_bytree0.36852371529676
mlr.classif.xgboost(4)_colsample_bylevel0.501613710075617
mlr.classif.xgboost(4)_lambda0.121686420739054
mlr.classif.xgboost(4)_alpha0.00377752134942718
mlr.classif.xgboost(4)_nrounds1608
mlr.classif.xgboost(4)_verbose0
mlr.classif.xgboost(4)_openml.seed1
mlr.classif.xgboost(4)_openml.kindMersenne-Twister
mlr.classif.xgboost(4)_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.

17 Evaluation measures

Area under ROC curve
0.8744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7893
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4897.7651
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3538
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
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3928
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7897
Cross-validation details (10-fold Crossvalidation)