Run
8105457

Run 8105457

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 18-10-2017 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.trees1486
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size675
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.452164374501444
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
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7401
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4737
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3718.6369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3893
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
0.7459
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7439
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7439
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7868
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4221
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8487
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.0384
UserCPU time millis
59.178
UserCPU time millis testing
4.62
UserCPU time millis training
54.558