Run
2813604

Run 2813604

Task 43 (Supervised Classification) spambase Uploaded 26-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_SMO_PolyKernel(1)Weka implementation of FilteredClassifier
weka.SMO_PolyKernel(15)_C10.0
weka.SMO_PolyKernel(15)_N0
weka.SMO_PolyKernel(15)_L0.001
weka.SMO_PolyKernel(15)_P1.0E-12
weka.SMO_PolyKernel(15)_V-1
weka.SMO_PolyKernel(15)_W1
weka.SMO_PolyKernel(15)_Kweka.classifiers.functions.supportVector.PolyKernel
weka.SMO_PolyKernel(15)_calibratortrue
weka.PolyKernel(11)_E2.0
weka.PolyKernel(11)_C250007
weka.AttributeSelectedClassifier_SMO_PolyKernel(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_SMO_PolyKernel(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_SMO_PolyKernel(2)_Wweka.classifiers.functions.SMO
weka.FilteredClassifier_AttributeSelectedClassifier_SMO_PolyKernel(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_SMO_PolyKernel(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7963
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.571
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2738.3767
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1895
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
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3969
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4353
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8909
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1502.0376
UserCPU time millis
15150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
540
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
14610
Cross-validation details (10-fold Crossvalidation)