Run
520812

Run 520812

Task 3483 (Supervised Classification) mammography Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.blackboost(4)Learner classif.blackboost from package(s) mboost, party.
classif.blackboost(4)_familyBinomial
classif.blackboost(4)_seed1
classif.blackboost(4)_kindMersenne-Twister
classif.blackboost(4)_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
0.7542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5619.48
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0145
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9855
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7987
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.885
UserCPU time millis testing
0.536
UserCPU time millis training
22.349