DEVELOPMENT... OpenML
Run
104925

Run 104925

Task 3734 (Supervised Classification) fri_c1_500_5 Uploaded 08-12-2014 by Felicia West
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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
0.9067
Per class
Build CPU time
0.0018
Build memory
630984325.6
F measure
0.8592
Per class
Kappa
0.7168
KB relative information score
305.2179
Mean absolute error
0.2046
Mean prior absolute error
0.4977
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8625
Per class
Predictive accuracy
0.86
Prior entropy
0.9967
Recall
0.86
Per class
Relative absolute error
0.4111
Root mean prior squared error
0.4988
Root mean squared error
0.3367
Root relative squared error
0.6749
SciMark benchmark
933.1799

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