Run
8173769

Run 8173769

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.trees1133
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size209
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.167389138392173
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
0.8468
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.762
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5179
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4200.0242
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3748
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
0.7676
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7652
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7652
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7575
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.824
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1698.043
UserCPU time millis
49.298
UserCPU time millis testing
4.053
UserCPU time millis training
45.245