Run
8225414

Run 8225414

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 24-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees205
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size5
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.909442364680581
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
0.9809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9313
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8609
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10318.2529
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1721
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
0.9316
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9314
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9314
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3478
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5004
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1759.8856
UserCPU time millis
64.679
UserCPU time millis testing
2.661
UserCPU time millis training
62.018