Run
522717

Run 522717

Task 43 (Supervised Classification) spambase Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.lqa(6)Learner classif.lqa from package(s) lqa.
classif.lqa(6)_penaltylasso
classif.lqa(6)_lambda0.1
classif.lqa(6)_seed1
classif.lqa(6)_kindMersenne-Twister
classif.lqa(6)_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
0.9164
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.841
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3861.8496
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0752
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
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9248
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1575
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2742
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5612
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.16
UserCPU time millis testing
0.02
UserCPU time millis training
17.14