Run
7219393

Run 7219393

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 05-09-2017 by OpenML_Bot R
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  • AzureBot14 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1596
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.225845622224733
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8963
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7899
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8182.3849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2482
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
0.8973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8967
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5017
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3032
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6097
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.1854
UserCPU time millis
688.912
UserCPU time millis testing
42.38
UserCPU time millis training
646.532