OpenML
7966588

Run 7966588

Task 14965 (Supervised Classification) bank-marketing Uploaded 17-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1908
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size774
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.734466564026661
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
0.9143
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4132.1075
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1584
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
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.894
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.894
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7667
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2679
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8336
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.454
UserCPU time millis
377.09
UserCPU time millis testing
24.754
UserCPU time millis training
352.336