DEVELOPMENT... OpenML
Run
143699

Run 143699

Task 47 (Supervised Classification) tae 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
0.5511
Per class
F measure
0.3776
Per class
Kappa
0.2091
KB relative information score
19.0571
Mean absolute error
0.4156
Mean prior absolute error
0.4443
Number of instances
151
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3484
Per class
Predictive accuracy
0.4702
Prior entropy
1.5845
Recall
0.4702
Per class
Relative absolute error
0.9355
Root mean prior squared error
0.4713
Root mean squared error
0.4595
Root relative squared error
0.9749
SciMark benchmark
945.6434