Run
8288632

Run 8288632

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees210
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size5
mlr.classif.ranger(13)_sample.fraction0.623552384064533
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9159.8737
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1303
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
0.8959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9061
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9061
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6308
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.252
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.784
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1308.8296
UserCPU time millis
549.585
UserCPU time millis testing
20.354
UserCPU time millis training
529.231