DEVELOPMENT... OpenML
Run
99040

Run 99040

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

weka.NaiveBayes(2)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.

21 Evaluation measures

Area under ROC curve
0.8379
Per class
Build CPU time
0.0522
Build memory
153718153.6014
F measure
0.7965
Per class
Kappa
0.6007
KB relative information score
2587.4753
Mean absolute error
0.2048
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
0.8441
Per class
Predictive accuracy
0.795
Prior entropy
0.9674
Recall
0.795
Per class
Relative absolute error
0.429
Root mean prior squared error
0.4886
Root mean squared error
0.4508
Root relative squared error
0.9225
SciMark benchmark
946.5