Run
54490

Run 54490

Task 1722 (Learning Curve) cmc Uploaded 09-11-2014 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.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
0.7039 ± 0.0254
Per class
Build CPU time
0.001
Build memory
1514072940.72
F measure
0.5241 ± 0.0371
Per class
Kappa
0.2686 ± 0.0538
KB relative information score
0.2221 ± 0.0238
Mean absolute error
0.3656 ± 0.0113
Mean prior absolute error
0.4308 ± 0.0004
Number of instances
1473
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.5361 ± 0.0302
Per class
Predictive accuracy
0.52 ± 0.0402
Prior entropy
1.539 ± 0.0029
Recall
0.52 ± 0.0402
Per class
Relative absolute error
0.8485 ± 0.0267
Root mean prior squared error
0.4641 ± 0.0005
Root mean squared error
0.4358 ± 0.0077
Root relative squared error
0.939 ± 0.0172
SciMark benchmark
1853.1129