OpenML
1985174

Run 1985174

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.trees808
mlr.classif.ranger(10)_mtry2
mlr.classif.ranger(10)_replaceFALSE
mlr.classif.ranger(10)_sample.fraction0.540312255197205
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
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9173
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8324
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8404.4957
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2432
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
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9176
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9176
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4915
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5854
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1068.1127
UserCPU time millis
216.85
UserCPU time millis testing
31.44
UserCPU time millis training
185.41