Run
520806

Run 520806

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

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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
0.572
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1416.074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1075
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
0.8697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.8925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5268
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0268
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.222
UserCPU time millis testing
0.475
UserCPU time millis training
13.747