Run
7932010

Run 7932010

Task 14965 (Supervised Classification) bank-marketing Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.nnTrain.imputed.dummied.preproc(1)Learner mlr.classif.nnTrain.imputed.dummied.preproc from package(s) deepnet.
mlr.classif.nnTrain.imputed.dummied.preproc(1)_outputsoftmax
mlr.classif.nnTrain.imputed.dummied.preproc(1)_openml.seed1
mlr.classif.nnTrain.imputed.dummied.preproc(1)_openml.kindMersenne-Twister
mlr.classif.nnTrain.imputed.dummied.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
0.5553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8282
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-13922.2602
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2095
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
0.7797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3224
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.003
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
14.508
UserCPU time millis testing
0.373
UserCPU time millis training
14.135