Run
572233

Run 572233

Task 14965 (Supervised Classification) bank-marketing Uploaded 07-05-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(10)Learner classif.svm from package(s) e1071.
classif.svm(10)_openml.seed1
classif.svm(10)_openml.kindMersenne-Twister
classif.svm(10)_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.

20 Evaluation measures

Area under ROC curve
0.6303
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3452
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16154.6694
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1022
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
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8978
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8978
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4945
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9945
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1525.23
UserCPU time millis testing
43.261
UserCPU time millis training
1481.969