Run
542817

Run 542817

Task 3591 (Supervised Classification) bank8FM Uploaded 23-03-2016 by Random Bot
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit55
classif.boosting(8)_cp0.0184
classif.boosting(8)_maxdepth15
classif.boosting(8)_xval0
classif.boosting(8)_seed1
classif.boosting(8)_kindMersenne-Twister
classif.boosting(8)_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.

17 Evaluation measures

Area under ROC curve
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9417
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7184.7692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0582
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4815
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9418
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9731
Cross-validation details (10-fold Crossvalidation)
Recall
0.9418
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4906
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2413
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4918
Cross-validation details (10-fold Crossvalidation)