Run
8220718

Run 8220718

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.trees696
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size1006
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.912287472840399
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
0.8299
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7453
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4853
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4281.6865
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3701
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
0.7565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4145
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8333
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.4477
UserCPU time millis
40.648
UserCPU time millis testing
1.949
UserCPU time millis training
38.699