Run
8280784

Run 8280784

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-10-2017 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.trees1318
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size11
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.217856354848482
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
0.9318
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4821
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9185.8473
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.131
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
0.8976
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9079
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9079
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7805
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1310.1021
UserCPU time millis
1728.237
UserCPU time millis testing
96.251
UserCPU time millis training
1631.986