Run
8245017

Run 8245017

Task 145833 (Supervised Classification) bank-marketing Uploaded 25-10-2017 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.trees897
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size24302
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.824222494405694
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
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4465.3355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1591
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
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8898
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8898
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7698
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8588
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1814.5356
UserCPU time millis
150.989
UserCPU time millis testing
6.182
UserCPU time millis training
144.807