Run
8635900

Run 8635900

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 10-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1527
mlr.classif.ranger(15)_mtry12
mlr.classif.ranger(15)_min.node.size13
mlr.classif.ranger(15)_sample.fraction0.37233594362624
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8064
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8722.5558
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2289
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
0.9051
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9047
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.291
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5851
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1699.5687
UserCPU time millis
199.22
UserCPU time millis testing
8.32
UserCPU time millis training
190.9