Run
520802

Run 520802

Task 9899 (Supervised Classification) bank-marketing Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6476
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1613.8455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1006
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2041
Cross-validation details (10-fold Crossvalidation)
Number of instances
4521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8829
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8994
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4932
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9935
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
26.189
UserCPU time millis testing
1.436
UserCPU time millis training
24.753