DEVELOPMENT... OpenML
Run
187967

Run 187967

Task 4582 (Supervised Classification) analcatdata_dmft 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
0.4778
Per class
F measure
0.7073
Per class
Kappa
-0.0425
KB relative information score
-1589.3465
Mean absolute error
0.3218
Mean prior absolute error
0.3138
Number of instances
7970
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6481
Per class
Predictive accuracy
0.7814
Prior entropy
0.7123
Recall
0.7814
Per class
Relative absolute error
1.0257
Root mean prior squared error
0.3958
Root mean squared error
0.4228
Root relative squared error
1.0682
SciMark benchmark
1250.8301