Run
519339

Run 519339

Task 10099 (Supervised Classification) PieChart3 Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(3)Learner classif.glmboost from package(s) mboost.
classif.glmboost(3)_familyBinomial
classif.glmboost(3)_mmstop
classif.glmboost(3)_seed1
classif.glmboost(3)_kindMersenne-Twister
classif.glmboost(3)_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
0.5245
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8292
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0781
Cross-validation details (10-fold Crossvalidation)
KB relative information score
275.0952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1263
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2184
Cross-validation details (10-fold Crossvalidation)
Number of instances
1077
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8267
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8737
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5782
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3301
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3554
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0766
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.699
UserCPU time millis testing
0.066
UserCPU time millis training
1.633