Run
8183967

Run 8183967

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.trees306
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size121
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.108303276519291
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
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7687
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5314
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4459.3858
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3665
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
0.7734
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7407
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4039
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8121
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.9121
UserCPU time millis
12.57
UserCPU time millis testing
0.768
UserCPU time millis training
11.802