DEVELOPMENT... OpenML
Run
187979

Run 187979

Task 3549 (Supervised Classification) analcatdata_authorship 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
1
Per class
F measure
0.9988
Per class
Kappa
0.9983
KB relative information score
838.2454
Mean absolute error
0.0009
Mean prior absolute error
0.3439
Number of instances
841
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9988
Per class
Predictive accuracy
0.9988
Prior entropy
1.7898
Recall
0.9988
Per class
Relative absolute error
0.0026
Root mean prior squared error
0.4146
Root mean squared error
0.0244
Root relative squared error
0.0588
SciMark benchmark
1337.7959
UserCPU time millis
5810
UserCPU time millis testing
4710
UserCPU time millis training
1100