Run
2981400

Run 2981400

Task 43 (Supervised Classification) spambase Uploaded 28-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_BayesNet(1)Weka implementation of FilteredClassifier
weka.BayesNet(2)_Dtrue
weka.BayesNet(2)_Qweka.classifiers.bayes.net.search.local.K2
weka.FilteredClassifier_BayesNet(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_BayesNet(1)_Wweka.classifiers.bayes.BayesNet

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.

22 Evaluation measures

Area under ROC curve
0.9627
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8964
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7818
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3588.2316
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1035
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)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8972
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8972
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3004
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6147
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1637.8026
UserCPU time millis
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
50
Cross-validation details (10-fold Crossvalidation)