OpenML
7977170

Run 7977170

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 17-10-2017 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.trees147
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size359
mlr.classif.ranger(9)_sample.fraction0.317124568717554
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
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.534
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3701.1077
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.392
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
0.7749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7728
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7728
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.417
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8384
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1856.0551
UserCPU time millis
4.184
UserCPU time millis testing
0.353
UserCPU time millis training
3.831