OpenML
8238110

Run 8238110

Task 14965 (Supervised Classification) bank-marketing Uploaded 25-10-2017 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.trees453
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size4360
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.126121583068743
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
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8347
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0418
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4117.548
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1658
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8682
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8027
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8656
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1813.4541
UserCPU time millis
57.44
UserCPU time millis testing
2.176
UserCPU time millis training
55.264