DEVELOPMENT... OpenML
Run
104703

Run 104703

Task 43 (Supervised Classification) spambase Uploaded 08-12-2014 by Felicia West
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Flow

weka.A2DE(2)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(2)_F1
weka.A2DE(2)_M1.0

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.

21 Evaluation measures

Area under ROC curve
0.9835
Per class
Build CPU time
1.3926
Build memory
755296693.0841
F measure
0.9432
Per class
Kappa
0.8809
KB relative information score
3965.3506
Mean absolute error
0.067
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9432
Per class
Predictive accuracy
0.9433
Prior entropy
0.9674
Recall
0.9433
Per class
Relative absolute error
0.1402
Root mean prior squared error
0.4886
Root mean squared error
0.2179
Root relative squared error
0.4458
SciMark benchmark
945.8601