Run
8094390

Run 8094390

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.trees461
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size304
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.787063344428316
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
0.907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6392
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5620.5339
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3311
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
0.826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8236
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.8236
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6692
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7499
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1843.1261
UserCPU time millis
27.688
UserCPU time millis testing
1.768
UserCPU time millis training
25.92