Run
7977154

Run 7977154

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 17-10-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1440
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size6696
mlr.classif.ranger(9)_sample.fraction0.7261235518381
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
0.7037
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.645
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2842
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1191.4667
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4638
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
0.655
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6546
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.6546
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4738
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9525
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.5664
UserCPU time millis
27.438
UserCPU time millis testing
2.856
UserCPU time millis training
24.582