Run
8286603

Run 8286603

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
  • 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.trees1327
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size708
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.75519565702416
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
0.9211
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5957.5519
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1445
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
0.8837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8996
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6996
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8092
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1273.6275
UserCPU time millis
1832.573
UserCPU time millis testing
77.127
UserCPU time millis training
1755.446