Run
2347146

Run 2347146

Task 43 (Supervised Classification) spambase Uploaded 26-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_IBk(2)Weka implementation of AttributeSelectedClassifier
weka.IBk(11)_Itrue
weka.IBk(11)_K5
weka.IBk(11)_W0
weka.IBk(11)_Atrue
weka.AttributeSelectedClassifier_IBk(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_IBk(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_IBk(2)_Wweka.classifiers.lazy.IBk

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8283
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3616.4043
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1046
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
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9181
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5093
Cross-validation details (10-fold Crossvalidation)