Run
8432371

Run 8432371

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 02-11-2017 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.trees1442
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size117
mlr.classif.ranger(13)_sample.fraction0.365960421855561
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
0.9129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6469
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5109.1512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3498
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
0.8307
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8276
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8276
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.707
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3802
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7644
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1208.799
UserCPU time millis
354.831
UserCPU time millis testing
31.217
UserCPU time millis training
323.614