DEVELOPMENT... OpenML
Run
187883

Run 187883

Task 3906 (Supervised Classification) cm1_req 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
0.3547
Per class
F measure
0.6771
Per class
KB relative information score
-5.0734
Mean absolute error
0.3563
Mean prior absolute error
0.3518
Number of instances
89
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6011
Per class
Predictive accuracy
0.7753
Prior entropy
0.7794
Recall
0.7753
Per class
Relative absolute error
1.0127
Root mean prior squared error
0.4174
Root mean squared error
0.426
Root relative squared error
1.0206
SciMark benchmark
930.067