Run
509682

Run 509682

Task 3921 (Supervised Classification) jEdit_4.0_4.2 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
0.6945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6924
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3909
Cross-validation details (10-fold Crossvalidation)
KB relative information score
107.8854
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3029
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
274
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7062
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6971
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.6971
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5504
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.101
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.485
UserCPU time millis testing
0.101
UserCPU time millis training
1.384