Run
522695

Run 522695

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

classif.ada(6)Learner classif.ada from package(s) ada.
classif.ada(6)_seed1
classif.ada(6)_kindMersenne-Twister
classif.ada(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
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9493
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8938
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4103.2041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0506
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
0.9493
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9494
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9494
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.106
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.225
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4605
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
175.064
UserCPU time millis testing
3.956
UserCPU time millis training
171.108