Run
8290702

Run 8290702

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees346
mlr.classif.ranger(13)_mtry15
mlr.classif.ranger(13)_min.node.size16
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.894387915893458
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
0.9246
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10343.5102
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1241
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
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9031
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9031
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6007
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.256
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7965
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1333.9324
UserCPU time millis
2465.671
UserCPU time millis testing
33.734
UserCPU time millis training
2431.937