DEVELOPMENT... OpenML
Run
187954

Run 187954

Task 4445 (Supervised Classification) fri_c1_100_50 Uploaded 25-02-2015 by Jason
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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
0.5828
Per class
F measure
0.6269
Per class
Kappa
0.2732
KB relative information score
169.0292
Mean absolute error
0.4175
Mean prior absolute error
0.4929
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.7001
Per class
Predictive accuracy
0.664
Prior entropy
0.99
Recall
0.664
Per class
Relative absolute error
0.847
Root mean prior squared error
0.4964
Root mean squared error
0.4716
Root relative squared error
0.9501
SciMark benchmark
1028.5889
UserCPU time millis
120
UserCPU time millis testing
100
UserCPU time millis training
20