Run
8790791

Run 8790791

Task 145854 (Supervised Classification) nomao Uploaded 15-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees786
mlr.classif.ranger(16)_mtry71
mlr.classif.ranger(16)_min.node.size4970
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.414042535074987
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6803
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17378.1634
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2064
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
0.8698
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.8678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6834
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1351.7792
UserCPU time millis
907.666
UserCPU time millis testing
4.86
UserCPU time millis training
902.806