Run
8385093

Run 8385093

Task 145833 (Supervised Classification) bank-marketing Uploaded 01-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1556
mlr.classif.ranger(13)_mtry16
mlr.classif.ranger(13)_min.node.size531
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.201011832035147
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
0.9109
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8882
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4124
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5962.1194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.143
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
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8991
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8991
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2642
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8221
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1215.9111
UserCPU time millis
2440.369
UserCPU time millis testing
90.194
UserCPU time millis training
2350.175