Run
8289814

Run 8289814

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 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.trees432
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size306
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.405895825382322
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
0.9232
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8817
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3539
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6382.306
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1426
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
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9006
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9006
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6901
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2584
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.804
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1271.9686
UserCPU time millis
529.914
UserCPU time millis testing
26.565
UserCPU time millis training
503.349