Run
519000

Run 519000

Task 3586 (Supervised Classification) abalone Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.glmboost(3)Learner classif.glmboost from package(s) mboost.
classif.glmboost(3)_familyBinomial
classif.glmboost(3)_mmstop
classif.glmboost(3)_seed1
classif.glmboost(3)_kindMersenne-Twister
classif.glmboost(3)_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
0.7623
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2190.963
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2377
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7623
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4755
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9752
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.391
UserCPU time millis testing
0.051
UserCPU time millis training
3.34