DEVELOPMENT... OpenML
Run
103256

Run 103256

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

weka.JRip(2)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9289
Per class
Build CPU time
2.168
Build memory
339218723.2376
F measure
0.9229
Per class
Kappa
0.8383
KB relative information score
3580.0965
Mean absolute error
0.1143
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
0.9229
Per class
Predictive accuracy
0.9231
Prior entropy
0.9674
Recall
0.9231
Per class
Relative absolute error
0.2393
Root mean prior squared error
0.4886
Root mean squared error
0.2648
Root relative squared error
0.5419
SciMark benchmark
945.4085