Run
8169534

Run 8169534

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-10-2017 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.trees419
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size40
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.726171390921809
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
0.9675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9036
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8668.8213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2304
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
0.9043
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9039
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9039
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4657
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2929
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.589
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1780.645
UserCPU time millis
64.906
UserCPU time millis testing
3.341
UserCPU time millis training
61.565