Run
510844

Run 510844

Task 3814 (Supervised Classification) arsenic-male-lung 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
0.8462
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8147
Cross-validation details (10-fold Crossvalidation)
KB relative information score
401.8505
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0471
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1684
Cross-validation details (10-fold Crossvalidation)
Recall
0.9928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0846
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5612
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.813
UserCPU time millis testing
0.095
UserCPU time millis training
2.718