Run
520790

Run 520790

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

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(6)_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
0.6509
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3864
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1696.7819
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0978
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
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9022
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.9022
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4791
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9792
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.116
UserCPU time millis testing
0.097
UserCPU time millis training
3.019