Run
8572604

Run 8572604

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 27-11-2017 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.trees1514
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size425
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.739001489640214
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
0.8831
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5847
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5304.4479
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3391
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
0.7999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7973
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6855
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3856
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7752
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1834.0484
UserCPU time millis
105.506
UserCPU time millis testing
5.771
UserCPU time millis training
99.735