Run
8280107

Run 8280107

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1993
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size631
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.807584639149718
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8895
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4093
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6978.2696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1386
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
0.8888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.903
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.903
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6709
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2571
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7999
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.6589
UserCPU time millis
3572.195
UserCPU time millis testing
116.463
UserCPU time millis training
3455.732