Run
8639413

Run 8639413

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 11-12-2017 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.trees60
mlr.classif.ranger(9)_mtry14
mlr.classif.ranger(9)_min.node.size12
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.817921639257111
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
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9105
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9939.5019
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1831
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
0.911
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9107
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9107
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.37
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2682
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5391
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1722.2536
UserCPU time millis
19.07
UserCPU time millis testing
0.551
UserCPU time millis training
18.519