Run
8602337

Run 8602337

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 01-12-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1825
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.314397794171236
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9163
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8305
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8656.7649
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2337
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
0.9172
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9166
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9166
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2859
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5748
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1413.5788
UserCPU time millis
224.81
UserCPU time millis testing
16.64
UserCPU time millis training
208.17