Run
8183998

Run 8183998

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-10-2017 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.trees464
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size1417
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.243965800502338
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
0.7429
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1362.6203
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4597
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
0.6797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6771
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6771
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9291
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.942
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1707.5501
UserCPU time millis
12.747
UserCPU time millis testing
0.965
UserCPU time millis training
11.782