Run
8254456

Run 8254456

Task 145833 (Supervised Classification) bank-marketing Uploaded 26-10-2017 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.trees1266
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size670
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.810981425945647
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
0.9231
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6558.0697
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1409
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
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2581
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8032
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1793.4897
UserCPU time millis
434.957
UserCPU time millis testing
17.532
UserCPU time millis training
417.425