Run
8579615

Run 8579615

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-11-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1082
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size9
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.936967019247822
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9278
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4886
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10186.4658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1255
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
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9048
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2537
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7892
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1351.8007
UserCPU time millis
1056.82
UserCPU time millis testing
27.36
UserCPU time millis training
1029.46