Run
516945

Run 516945

Task 3496 (Supervised Classification) SPECTF 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
0.7054
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
152.6933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7858
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7966
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.7966
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5127
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.451
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0134
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.034
UserCPU time millis testing
0.104
UserCPU time millis training
0.93