Run
8773620

Run 8773620

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 04-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1148
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size3564
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.296455087396316
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.6956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
674.4685
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.478
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
0.6314
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6116
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6116
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.966
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4832
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9715
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.3108
UserCPU time millis
21.085
UserCPU time millis testing
2.796
UserCPU time millis training
18.289