DEVELOPMENT... OpenML
Run
187890

Run 187890

Task 3910 (Supervised Classification) ar3 Uploaded 25-02-2015 by Felicia West
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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.

22 Evaluation measures

Area under ROC curve
0.7455
Per class
F measure
0.8651
Per class
Kappa
0.3588
KB relative information score
21.6471
Mean absolute error
0.1169
Mean prior absolute error
0.2303
Number of instances
63
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8599
Per class
Predictive accuracy
0.873
Prior entropy
0.5802
Recall
0.873
Per class
Relative absolute error
0.5075
Root mean prior squared error
0.3332
Root mean squared error
0.3226
Root relative squared error
0.9684
SciMark benchmark
930.067
UserCPU time millis
30
UserCPU time millis testing
20
UserCPU time millis training
10

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