Run
8046795

Run 8046795

Task 145833 (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.trees244
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size440
mlr.classif.ranger(9)_sample.fraction0.157982708071359
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
0.9069
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8743
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3052
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3816.0098
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1506
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
0.8971
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8971
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7291
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8319
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.9121
UserCPU time millis
29.954
UserCPU time millis testing
1.7
UserCPU time millis training
28.254