DEVELOPMENT... OpenML
Run
143758

Run 143758

Task 3542 (Supervised Classification) analcatdata_lawsuit 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
0.9817
Per class
F measure
0.9888
Per class
Kappa
0.9169
KB relative information score
205.7445
Mean absolute error
0.0279
Mean prior absolute error
0.1363
Number of instances
264
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.989
Per class
Predictive accuracy
0.9886
Prior entropy
0.385
Recall
0.9886
Per class
Relative absolute error
0.2049
Root mean prior squared error
0.2585
Root mean squared error
0.1097
Root relative squared error
0.4245
SciMark benchmark
915.2795