Run
8269689

Run 8269689

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 27-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees82
mlr.classif.ranger(9)_mtry8
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.660308868880384
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8577
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9991.5817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1847
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
0.9301
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9298
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.255
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5128
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1736.9559
UserCPU time millis
16.027
UserCPU time millis testing
0.777
UserCPU time millis training
15.25