OpenML
8258051

Run 8258051

Task 3485 (Supervised Classification) scene Uploaded 26-10-2017 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.trees15
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size31
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.536423382372595
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
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4991
Cross-validation details (10-fold Crossvalidation)
KB relative information score
719.2856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1973
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6708
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2915
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7602
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.5618
UserCPU time millis
1.859
UserCPU time millis testing
0.173
UserCPU time millis training
1.686