DEVELOPMENT... OpenML
Run
187878

Run 187878

Task 3899 (Supervised Classification) mozilla4 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
0.9704
Per class
F measure
0.9447
Per class
Kappa
0.8729
KB relative information score
12715.307
Mean absolute error
0.0845
Mean prior absolute error
0.4412
Number of instances
15545
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9476
Per class
Predictive accuracy
0.9457
Prior entropy
0.9135
Recall
0.9457
Per class
Relative absolute error
0.1915
Root mean prior squared error
0.4697
Root mean squared error
0.2116
Root relative squared error
0.4505
SciMark benchmark
1331.6907
UserCPU time millis
90
UserCPU time millis testing
30
UserCPU time millis training
60