Run
557650

Run 557650

Task 43 (Supervised Classification) spambase Uploaded 15-04-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_J48(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_J48(1)_Wweka.classifiers.trees.J48

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
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8485
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3757.0691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0913
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_66, amd64, Windows 10, 10.0]
Precision
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9278
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9278
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2563
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5245
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1744.8652
UserCPU time millis
437.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
437.5
Cross-validation details (10-fold Crossvalidation)