Run
8172515

Run 8172515

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1125
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size871
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.660116910515353
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(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
0.8351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7602
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3130.9032
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4097
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
0.7661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7635
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7635
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8626
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1799.5915
UserCPU time millis
37.116
UserCPU time millis testing
3.923
UserCPU time millis training
33.193