Run
4661772

Run 4661772

Task 43 (Supervised Classification) spambase Uploaded 07-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_MultiBoostAB_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_MultiBoostAB_NaiveBayes(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_MultiBoostAB_NaiveBayes(1)_Wweka.classifiers.meta.MultiBoostAB
weka.MultiBoostAB_NaiveBayes(4)_C3
weka.MultiBoostAB_NaiveBayes(4)_P100
weka.MultiBoostAB_NaiveBayes(4)_S1
weka.MultiBoostAB_NaiveBayes(4)_I10
weka.MultiBoostAB_NaiveBayes(4)_Wweka.classifiers.bayes.NaiveBayes

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
0.8313
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7961
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2316.0534
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2412
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
0.8441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7946
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7946
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.883
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1336.718
UserCPU time millis
1510
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
480
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1030
Cross-validation details (10-fold Crossvalidation)