Run
7176775

Run 7176775

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 04-09-2017 by OpenML_Bot R
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  • AzureBot14 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees118
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.914408561424352
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
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8603
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10125.3232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.18
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
0.9313
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9311
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9311
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5047
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.1735
UserCPU time millis
144.533
UserCPU time millis testing
5.472
UserCPU time millis training
139.061