Run
8616454

Run 8616454

Task 145833 (Supervised Classification) bank-marketing Uploaded 04-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees793
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size3112
mlr.classif.ranger(16)_sample.fraction0.963035962707363
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9039
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3177.1381
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1531
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
0.8693
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8912
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8912
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.741
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2696
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8389
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1189.4149
UserCPU time millis
456.345
UserCPU time millis testing
8.484
UserCPU time millis training
447.861