Run
8225418

Run 8225418

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 24-10-2017 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.trees829
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size105
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.518743282090873
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
0.9365
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7086
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6874.7438
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2903
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
0.8582
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5867
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3417
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.687
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1802.581
UserCPU time millis
68.788
UserCPU time millis testing
4.538
UserCPU time millis training
64.25