Run
8797617

Run 8797617

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1340
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size3774
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.535788201331161
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
0.7263
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
942.7706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4711
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
0.6622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9522
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.959
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.1082
UserCPU time millis
21.695
UserCPU time millis testing
2.677
UserCPU time millis training
19.018