Run
8756618

Run 8756618

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 30-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees709
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size24
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.662089007836766
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
0.9729
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9082
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.814
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8013.7799
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2561
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
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9085
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9085
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5177
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.608
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.454
UserCPU time millis
62.099
UserCPU time millis testing
4.471
UserCPU time millis training
57.628