DEVELOPMENT... OpenML
Run
104867

Run 104867

Task 3665 (Supervised Classification) pyrim 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
0.8608
Per class
Build CPU time
0.0063
Build memory
1070346169.2973
F measure
0.7697
Per class
Kappa
0.526
KB relative information score
36.3169
Mean absolute error
0.2476
Mean prior absolute error
0.4872
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7694
Per class
Predictive accuracy
0.7703
Prior entropy
0.9819
Recall
0.7703
Per class
Relative absolute error
0.5082
Root mean prior squared error
0.4934
Root mean squared error
0.4068
Root relative squared error
0.8245
SciMark benchmark
933.9469

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