DEVELOPMENT... OpenML
Run
104417

Run 104417

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

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(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
0.9799
Per class
Build CPU time
0.1526
Build memory
1234411228.0461
F measure
0.9322
Per class
Kappa
0.8576
KB relative information score
3888.1732
Mean absolute error
0.0742
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
0.9323
Per class
Predictive accuracy
0.9324
Prior entropy
0.9674
Recall
0.9324
Per class
Relative absolute error
0.1554
Root mean prior squared error
0.4886
Root mean squared error
0.2348
Root relative squared error
0.4804
SciMark benchmark
936.8525