Run
512691

Run 512691

Task 9961 (Supervised Classification) sa-heart Uploaded 28-01-2016 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
0.6814
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7228
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3777
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.2299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2706
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7214
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7294
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7294
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5973
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0932
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.422
UserCPU time millis testing
0.092
UserCPU time millis training
1.33