Run
514620

Run 514620

Task 3736 (Supervised Classification) boston 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
0.8693
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
370.0988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1285
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8715
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8715
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3584
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7279
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.13
UserCPU time millis testing
0.079
UserCPU time millis training
1.051