Run
1570754

Run 1570754

Task 43 (Supervised Classification) spambase Uploaded 18-07-2016 by Jan van Rijn
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Flow

weka.NaiveBayes(13)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.8379
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2587.4753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2048
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
0.8441
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.795
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.429
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9225
Cross-validation details (10-fold Crossvalidation)