OpenML
1985171

Run 1985171

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 05-04-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(10)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(10)_num.trees1287
mlr.classif.ranger(10)_mtry10
mlr.classif.ranger(10)_sample.fraction0.306594493566081
mlr.classif.ranger(10)_respect.unordered.factorsTRUE
mlr.classif.ranger(10)_num.threads1
mlr.classif.ranger(10)_verboseFALSE
mlr.classif.ranger(10)_openml.seed1
mlr.classif.ranger(10)_openml.kindMersenne-Twister
mlr.classif.ranger(10)_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
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9024
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8513.5091
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2363
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
0.9031
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9027
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9027
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4777
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2959
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5949
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1050.4971
UserCPU time millis
4038.16
UserCPU time millis testing
55.87
UserCPU time millis training
3982.29