Run
8689297

Run 8689297

Task 145854 (Supervised Classification) nomao Uploaded 26-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1827
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size539
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.3524340728065
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
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24745.5696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9376
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9379
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9379
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3038
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4862
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1750.3431
UserCPU time millis
502.418
UserCPU time millis testing
15.183
UserCPU time millis training
487.235