DEVELOPMENT... OpenML
Run
143757

Run 143757

Task 3540 (Supervised Classification) analcatdata_boxing1 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
0.8797
Per class
F measure
0.8222
Per class
Kappa
0.6045
KB relative information score
20.2745
Mean absolute error
0.3936
Mean prior absolute error
0.4557
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8225
Per class
Predictive accuracy
0.825
Prior entropy
0.9362
Recall
0.825
Per class
Relative absolute error
0.8636
Root mean prior squared error
0.477
Root mean squared error
0.4093
Root relative squared error
0.8582
SciMark benchmark
915.2795