Run
522705

Run 522705

Task 43 (Supervised Classification) spambase Uploaded 09-02-2016 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
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8547
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6923
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3216.8138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1408
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8676
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8592
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2949
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3753
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.768
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.566
UserCPU time millis testing
0.128
UserCPU time millis training
5.438