Run
8062331

Run 8062331

Task 9889 (Supervised Classification) wilt Uploaded 18-10-2017 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.trees16
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size377
mlr.classif.ranger(9)_sample.fraction0.999083698308095
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
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9696
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1682.7468
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0475
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9713
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9713
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1423
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6298
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1872.8797
UserCPU time millis
0.511
UserCPU time millis testing
0.028
UserCPU time millis training
0.483