Run
8607888

Run 8607888

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.trees1191
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size2955
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.594586063525639
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6944
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3808
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1775.2302
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4476
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
0.6959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9046
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9275
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1314.7239
UserCPU time millis
30
UserCPU time millis testing
3.02
UserCPU time millis training
26.98