DEVELOPMENT... OpenML
Run
143837

Run 143837

Task 3646 (Supervised Classification) rabe_265 Uploaded 31-01-2015 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.

22 Evaluation measures

Area under ROC curve
0.5611
Per class
F measure
0.5612
Per class
Kappa
0.1387
KB relative information score
5.123
Mean absolute error
0.4422
Mean prior absolute error
0.485
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6405
Per class
Predictive accuracy
0.6275
Prior entropy
0.9791
Recall
0.6275
Per class
Relative absolute error
0.9116
Root mean prior squared error
0.4922
Root mean squared error
0.4902
Root relative squared error
0.996
SciMark benchmark
904.3001