DEVELOPMENT... OpenML
Run
143966

Run 143966

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9388
Per class
F measure
0.8978
Per class
Kappa
0.7703
KB relative information score
92.3528
Mean absolute error
0.1424
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9094
Per class
Predictive accuracy
0.9015
Prior entropy
0.9347
Recall
0.9015
Per class
Relative absolute error
0.3132
Root mean prior squared error
0.4765
Root mean squared error
0.2702
Root relative squared error
0.5671
SciMark benchmark
935.8986