Run
8289741

Run 8289741

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.trees1921
mlr.classif.ranger(13)_mtry14
mlr.classif.ranger(13)_min.node.size318
mlr.classif.ranger(13)_sample.fraction0.537761790002696
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
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8466.0504
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1326
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
0.8943
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9051
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9051
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6417
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7922
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1306.5342
UserCPU time millis
5188.462
UserCPU time millis testing
125.521
UserCPU time millis training
5062.941