Run
8607836

Run 8607836

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 02-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees267
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size20
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.197995484108105
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9471
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8674
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7313
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6480.5672
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3064
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
0.8701
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8683
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8683
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6193
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3446
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6928
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1426.1951
UserCPU time millis
21.35
UserCPU time millis testing
1.31
UserCPU time millis training
20.04