Run
517196

Run 517196

Task 9946 (Supervised Classification) wdbc Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(2)Learner classif.glmboost from package(s) mboost.
classif.glmboost(2)_familyBinomial
classif.glmboost(2)_mmstop
classif.glmboost(2)_seed1
classif.glmboost(2)_kindMersenne-Twister
classif.glmboost(2)_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
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
531.4069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0299
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0639
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3575
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.95
UserCPU time millis testing
0.109
UserCPU time millis training
1.841