Run
8168494

Run 8168494

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-10-2017 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.trees806
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size2782
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.568354333029129
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
0.7536
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3837
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1796.2416
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.447
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
0.697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6982
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6982
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9035
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4609
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9266
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1718.6781
UserCPU time millis
19.341
UserCPU time millis testing
1.849
UserCPU time millis training
17.492