Run
8854536

Run 8854536

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees322
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size744
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.765818452369422
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3219
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5900.4521
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1449
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
0.8835
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7011
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2604
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.81
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1723.0604
UserCPU time millis
82.503
UserCPU time millis testing
3.026
UserCPU time millis training
79.477