Run
8179050

Run 8179050

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.trees1629
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size3059
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.333093365374953
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
0.7189
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6373
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1100.6753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4667
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
0.663
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4744
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9538
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.1649
UserCPU time millis
32.487
UserCPU time millis testing
3.57
UserCPU time millis training
28.917