DEVELOPMENT... OpenML
Run
143947

Run 143947

Task 3761 (Supervised Classification) hip 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
0.8654
Per class
F measure
0.7952
Per class
Kappa
0.5903
KB relative information score
26.2242
Mean absolute error
0.2655
Mean prior absolute error
0.4993
Number of instances
54
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7992
Per class
Predictive accuracy
0.7963
Prior entropy
0.9991
Recall
0.7963
Per class
Relative absolute error
0.5318
Root mean prior squared error
0.4997
Root mean squared error
0.3946
Root relative squared error
0.7896
SciMark benchmark
915.2795