Run
520788

Run 520788

Task 9899 (Supervised Classification) bank-marketing Uploaded 05-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(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
0.6052
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1492.6307
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1048
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
0.8744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8952
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3238
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.014
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.028
UserCPU time millis testing
1.185
UserCPU time millis training
6.843