Run
509534

Run 509534

Task 9953 (Supervised Classification) planning-relax Uploaded 27-01-2016 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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5952
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.1373
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2857
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4092
Cross-validation details (10-fold Crossvalidation)
Number of instances
182
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8662
Cross-validation details (10-fold Crossvalidation)
Recall
0.7143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6983
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4518
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1832
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.199
UserCPU time millis testing
0.094
UserCPU time millis training
1.105