OpenML
1985177

Run 1985177

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 05-04-2017 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(10)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(10)_num.trees826
mlr.classif.ranger(10)_mtry2
mlr.classif.ranger(10)_replaceFALSE
mlr.classif.ranger(10)_sample.fraction0.961074823886156
mlr.classif.ranger(10)_respect.unordered.factorsTRUE
mlr.classif.ranger(10)_num.threads1
mlr.classif.ranger(10)_verboseFALSE
mlr.classif.ranger(10)_openml.seed1
mlr.classif.ranger(10)_openml.kindMersenne-Twister
mlr.classif.ranger(10)_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
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9339
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8662
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9171.4124
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.217
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
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4386
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.269
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5408
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1058.8065
UserCPU time millis
555.13
UserCPU time millis testing
167.57
UserCPU time millis training
387.56