DEVELOPMENT... OpenML
Run
187971

Run 187971

Task 4618 (Supervised Classification) kc2 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
0.8325
Per class
F measure
0.8249
Per class
Kappa
0.4454
KB relative information score
1776.6222
Mean absolute error
0.1908
Mean prior absolute error
0.3266
Number of instances
5220
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8214
Per class
Predictive accuracy
0.8312
Prior entropy
0.734
Recall
0.8312
Per class
Relative absolute error
0.5842
Root mean prior squared error
0.4037
Root mean squared error
0.3498
Root relative squared error
0.8665
SciMark benchmark
1325.2092
UserCPU time millis
40
UserCPU time millis testing
30
UserCPU time millis training
10