Run
8688348

Run 8688348

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 25-12-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1052
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size1489
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.880439911223948
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
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7253
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.444
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3389.7159
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3987
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
0.7315
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8059
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8669
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1831.8622
UserCPU time millis
40.878
UserCPU time millis testing
2.522
UserCPU time millis training
38.356