DEVELOPMENT... OpenML
Run
187900

Run 187900

Task 3921 (Supervised Classification) jEdit_4.0_4.2 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
0.8089
Per class
F measure
0.711
Per class
Kappa
0.4221
KB relative information score
100.6969
Mean absolute error
0.3246
Mean prior absolute error
0.4998
Number of instances
274
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7125
Per class
Predictive accuracy
0.7117
Prior entropy
0.9997
Recall
0.7117
Per class
Relative absolute error
0.6494
Root mean prior squared error
0.4999
Root mean squared error
0.4289
Root relative squared error
0.858
SciMark benchmark
934.0566