Run
8435827

Run 8435827

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.trees1931
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size203
mlr.classif.ranger(13)_sample.fraction0.149697513622232
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
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7632
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5201
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3675.513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3925
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
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7934
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8408
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1174.3981
UserCPU time millis
326.473
UserCPU time millis testing
32.362
UserCPU time millis training
294.111