Run
7932018

Run 7932018

Task 14965 (Supervised Classification) bank-marketing Uploaded 15-09-2017 by Giuseppe Casalicchio
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.nnet.imputed.preproc(1)Learner mlr.classif.nnet.imputed.preproc from package(s) nnet.
mlr.classif.nnet.imputed.preproc(1)_openml.seed1
mlr.classif.nnet.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.nnet.imputed.preproc(1)_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
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8481
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1366
Cross-validation details (10-fold Crossvalidation)
KB relative information score
384.3313
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1575
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
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.885
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.885
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2813
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8754
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
95.229
UserCPU time millis testing
1.544
UserCPU time millis training
93.685