Run
509898

Run 509898

Task 3634 (Supervised Classification) fri_c3_100_25 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
0.5848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5895
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.17
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16.8233
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.41
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5892
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.59
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.59
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2871
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.864
UserCPU time millis testing
0.081
UserCPU time millis training
0.783