OpenML
8286538

Run 8286538

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees300
mlr.classif.ranger(13)_mtry11
mlr.classif.ranger(13)_min.node.size499
mlr.classif.ranger(13)_sample.fraction0.690080788591877
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8001.2288
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1342
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
0.8928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6494
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2553
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7944
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1307.1857
UserCPU time millis
795.707
UserCPU time millis testing
19.216
UserCPU time millis training
776.491