Run
8607892

Run 8607892

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 02-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1791
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size21
mlr.classif.ranger(15)_sample.fraction0.872292594262399
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9209
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8398
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9092.9598
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2177
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
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9211
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9211
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.44
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2763
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5555
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1469.2291
UserCPU time millis
425.71
UserCPU time millis testing
16.6
UserCPU time millis training
409.11