Run
8223996

Run 8223996

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 24-10-2017 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.trees145
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.325514004915021
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
0.975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.915
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.828
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8913.635
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2235
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
0.9158
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9153
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9153
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5675
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1838.622
UserCPU time millis
17.105
UserCPU time millis testing
1.275
UserCPU time millis training
15.83