Run
8464120

Run 8464120

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1699
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size3122
mlr.classif.ranger(13)_sample.fraction0.414431575452909
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.7246
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6574
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1397.1267
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4583
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
0.6689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9262
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4692
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9434
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1190.4727
UserCPU time millis
181.535
UserCPU time millis testing
16.214
UserCPU time millis training
165.321