DEVELOPMENT... OpenML
Run
104679

Run 104679

Task 273 (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
0.9837
Per class
Build CPU time
1.266
Build memory
1264944448
F measure
0.9445
Per class
Kappa
0.883
KB relative information score
1300.7486
Mean absolute error
0.0679
Mean prior absolute error
0.4764
Number of instances
1518
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9446
Per class
Predictive accuracy
0.9447
Prior entropy
0.9674
Recall
0.9447
Per class
Relative absolute error
0.1424
Root mean prior squared error
0.4875
Root mean squared error
0.2163
Root relative squared error
0.4436
SciMark benchmark
945.7844