Run
1695894

Run 1695894

Task 43 (Supervised Classification) spambase Uploaded 23-07-2016 by Jan van Rijn
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.25
weka.J48(33)_M128

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
0.8937
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.746
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2903.5522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1911
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
0.8804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8805
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8805
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6426
Cross-validation details (10-fold Crossvalidation)