DEVELOPMENT... OpenML
Run
187790

Run 187790

Task 3779 (Supervised Classification) fri_c3_100_5 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
0.765
Per class
F measure
0.72
Per class
Kappa
0.4318
KB relative information score
34.0128
Mean absolute error
0.3334
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.72
Per class
Predictive accuracy
0.72
Prior entropy
0.99
Recall
0.72
Per class
Relative absolute error
0.6763
Root mean prior squared error
0.4964
Root mean squared error
0.4529
Root relative squared error
0.9125
SciMark benchmark
935.4444