Run
8216885

Run 8216885

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 23-10-2017 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.trees373
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size176
mlr.classif.ranger(9)_sample.fraction0.376879832637496
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
0.9013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5355.0675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3398
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
0.8196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8171
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8171
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6868
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3787
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7615
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
787.9046
UserCPU time millis
29.98
UserCPU time millis testing
1.925
UserCPU time millis training
28.055