OpenML
8284379

Run 8284379

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees213
mlr.classif.ranger(13)_mtry7
mlr.classif.ranger(13)_min.node.size2
mlr.classif.ranger(13)_sample.fraction0.39341625617817
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
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9009
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4919
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9428.906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1289
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
0.8981
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9073
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9073
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7793
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1296.9496
UserCPU time millis
467.25
UserCPU time millis testing
18.821
UserCPU time millis training
448.429