Run
8798006

Run 8798006

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees314
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size3080
mlr.classif.ranger(16)_sample.fraction0.266232768422924
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7041
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1692
Cross-validation details (10-fold Crossvalidation)
KB relative information score
738.2131
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4763
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
0.6304
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9628
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4817
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9686
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1339.3575
UserCPU time millis
5.652
UserCPU time millis testing
0.668
UserCPU time millis training
4.984