Run
54181

Run 54181

Task 1742 (Learning Curve) spambase Uploaded 08-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.NaiveBayesUpdateable(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 ± 0.0112
Per class
Build CPU time
0.0065
Build memory
2035126444.2857
F measure
0.797 ± 0.0141
Per class
Kappa
0.6016 ± 0.0231
KB relative information score
0.5638 ± 0.0284
Mean absolute error
0.2041 ± 0.0132
Mean prior absolute error
0.4776 ± 0.0002
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8446 ± 0.0066
Per class
Predictive accuracy
0.7955 ± 0.0137
Prior entropy
0.9674 ± 0.0006
Recall
0.7955 ± 0.0137
Per class
Relative absolute error
0.4275 ± 0.0277
Root mean prior squared error
0.4886 ± 0.0002
Root mean squared error
0.4501 ± 0.0146
Root relative squared error
0.9211 ± 0.03
SciMark benchmark
1615.5755