Run
516996

Run 516996

Task 10091 (Supervised Classification) banana 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
0.5182
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4748
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0391
Cross-validation details (10-fold Crossvalidation)
KB relative information score
549.0507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4413
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5488
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5587
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.5587
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8922
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6643
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3358
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.344
UserCPU time millis testing
0.043
UserCPU time millis training
5.301