Run
8591791

Run 8591791

Task 145833 (Supervised Classification) bank-marketing Uploaded 29-11-2017 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.trees473
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size425
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.735596379614435
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
0.9037
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8304
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0142
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2662.4369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1752
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
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2822
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8779
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1854.9533
UserCPU time millis
63.441
UserCPU time millis testing
3.836
UserCPU time millis training
59.605