Run
510815

Run 510815

Task 3813 (Supervised Classification) arsenic-female-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
0.7368
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6349
Cross-validation details (10-fold Crossvalidation)
KB relative information score
320.0557
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0179
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0672
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9821
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.222
Cross-validation details (10-fold Crossvalidation)
Recall
0.9821
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2661
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1812
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1338
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7381
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.158
UserCPU time millis testing
0.082
UserCPU time millis training
2.076