Run
1868337

Run 1868337

Task 14965 (Supervised Classification) bank-marketing Uploaded 28-03-2017 by Philipp Probst
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.glmnet(4)Learner mlr.classif.glmnet from package(s) glmnet.
mlr.classif.glmnet(4)_alpha0.10059220995754
mlr.classif.glmnet(4)_s0.01
mlr.classif.glmnet(4)_lambda0.0289823327147407
mlr.classif.glmnet(4)_openml.seed1
mlr.classif.glmnet(4)_openml.kindMersenne-Twister
mlr.classif.glmnet(4)_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.

17 Evaluation measures

Area under ROC curve
0.9076
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3277
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7735.4613
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1529
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
0.8825
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.74
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2702
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8406
Cross-validation details (10-fold Crossvalidation)