Run
8579609

Run 8579609

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.trees1862
mlr.classif.ranger(15)_mtry15
mlr.classif.ranger(15)_min.node.size472
mlr.classif.ranger(15)_sample.fraction0.657397726620548
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4642
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8295.8583
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1331
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
0.9046
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9046
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6443
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2554
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7945
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1471.4371
UserCPU time millis
1834.2
UserCPU time millis testing
43.4
UserCPU time millis training
1790.8