Run
514118

Run 514118

Task 3612 (Supervised Classification) fri_c1_250_25 Uploaded 28-01-2016 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
0.5705
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1434
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.7413
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.412
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.588
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9852
Cross-validation details (10-fold Crossvalidation)
Recall
0.588
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2973
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.167
UserCPU time millis testing
0.185
UserCPU time millis training
0.982