Run
8607927

Run 8607927

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 02-12-2017 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.trees1814
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size15
mlr.classif.ranger(15)_sample.fraction0.551464342162944
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
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8972.0948
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2212
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
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9145
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4471
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2815
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.566
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1332.2336
UserCPU time millis
235.43
UserCPU time millis testing
11.47
UserCPU time millis training
223.96