Run
518215

Run 518215

Task 10097 (Supervised Classification) PieChart1 Uploaded 30-01-2016 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
0.5289
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0941
Cross-validation details (10-fold Crossvalidation)
KB relative information score
171.5587
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0879
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.159
Cross-validation details (10-fold Crossvalidation)
Number of instances
705
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8771
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9121
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2811
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2966
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0548
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.985
UserCPU time millis testing
0.057
UserCPU time millis training
0.928