Run
8228344

Run 8228344

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 24-10-2017 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.trees1964
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size4181
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.982843980938196
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
0.7475
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6807
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2272.9155
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4323
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
0.6811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6826
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6826
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8737
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9145
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1861.8338
UserCPU time millis
56.269
UserCPU time millis testing
4.606
UserCPU time millis training
51.663