Run
8798039

Run 8798039

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 19-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees825
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.827809299365617
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9393
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8772
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10178.5601
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1795
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
0.9397
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3628
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4928
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1345.0712
UserCPU time millis
198.642
UserCPU time millis testing
7.626
UserCPU time millis training
191.016