Run
8223318

Run 8223318

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.trees1695
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size1752
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.532046074257232
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
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3923
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2664.0834
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4208
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
0.7035
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8504
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4465
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8978
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1744.497
UserCPU time millis
59.383
UserCPU time millis testing
4.256
UserCPU time millis training
55.127