Run
8186660

Run 8186660

Task 145833 (Supervised Classification) bank-marketing Uploaded 19-10-2017 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.trees622
mlr.classif.ranger(9)_mtry15
mlr.classif.ranger(9)_min.node.size890
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.652846201066859
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
0.915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8875
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6356.5121
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1395
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
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6754
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2619
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8149
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1856.1949
UserCPU time millis
411.281
UserCPU time millis testing
7.388
UserCPU time millis training
403.893