Run
8025099

Run 8025099

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.trees699
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size144
mlr.classif.ranger(9)_sample.fraction0.553812510333955
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
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4623
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8275.3627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1337
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
0.8937
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9049
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6473
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7917
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1843.903
Total cost
UserCPU time millis
316.955
UserCPU time millis testing
10.038
UserCPU time millis training
306.917