OpenML
8237759

Run 8237759

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 25-10-2017 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.trees1785
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size9568
mlr.classif.ranger(9)_sample.fraction0.900181684130803
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
0.6927
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5968
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1045.0841
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4677
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
0.6286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6226
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6226
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9454
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4769
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9589
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1847.3472
UserCPU time millis
36.981
UserCPU time millis testing
3.51
UserCPU time millis training
33.471