Run
8289667

Run 8289667

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.trees1429
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.140254025231116
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
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9019
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4966
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8918.6067
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1313
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
0.8993
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9085
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9085
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6353
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7813
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.7472
UserCPU time millis
1921.81
UserCPU time millis testing
99.245
UserCPU time millis training
1822.565