Run
8392552

Run 8392552

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.trees406
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size835
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.415767690422945
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
0.9133
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8881
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6081.3583
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1416
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
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6853
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8186
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1188.2543
UserCPU time millis
934.888
UserCPU time millis testing
24.121
UserCPU time millis training
910.767