DEVELOPMENT... OpenML
Run
187767

Run 187767

Task 3732 (Supervised Classification) fri_c4_100_25 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
0.8267
Per class
F measure
0.7271
Per class
Kappa
0.4503
KB relative information score
42.4851
Mean absolute error
0.2895
Mean prior absolute error
0.4969
Number of instances
100
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7316
Per class
Predictive accuracy
0.73
Prior entropy
0.9956
Recall
0.73
Per class
Relative absolute error
0.5826
Root mean prior squared error
0.4984
Root mean squared error
0.4378
Root relative squared error
0.8785
SciMark benchmark
1325.2092
UserCPU time millis
10
UserCPU time millis testing
10