Run
522724

Run 522724

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

classif.nodeHarvest(5)Learner classif.nodeHarvest from package(s) nodeHarvest.
classif.nodeHarvest(5)_seed1
classif.nodeHarvest(5)_kindMersenne-Twister
classif.nodeHarvest(5)_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
0.8907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.904
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7975
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3669.6204
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0948
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
0.9069
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9052
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9052
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3078
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.63
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
194.248
UserCPU time millis testing
0.274
UserCPU time millis training
193.974