OpenML
4384107

Run 4384107

Task 14965 (Supervised Classification) bank-marketing Uploaded 05-07-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot15 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees583
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_sample.fraction0.108482986618765
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
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8997
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8651.6886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1326
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
0.8971
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9072
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7857
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1322.2595
UserCPU time millis
529.108
UserCPU time millis testing
35.902
UserCPU time millis training
493.206