Run
8238562

Run 8238562

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 25-10-2017 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.trees1067
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size91
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.541837837011553
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
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8649
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7169.7352
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2805
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
0.8666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3339
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6713
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1739.7743
UserCPU time millis
106.163
UserCPU time millis testing
6.776
UserCPU time millis training
99.387