DEVELOPMENT... OpenML
Run
143687

Run 143687

Task 30 (Supervised Classification) page-blocks Uploaded 31-01-2015 by Felicia West
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Flow

weka.A2DE(2)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(2)_F1
weka.A2DE(2)_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
0.9913
Per class
F measure
0.9698
Per class
Kappa
0.8418
KB relative information score
4347.9581
Mean absolute error
0.0137
Mean prior absolute error
0.0762
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.97
Per class
Predictive accuracy
0.9697
Prior entropy
0.6391
Recall
0.9697
Per class
Relative absolute error
0.1804
Root mean prior squared error
0.1949
Root mean squared error
0.097
Root relative squared error
0.4976
SciMark benchmark
945.6434
UserCPU time millis
170
UserCPU time millis testing
120
UserCPU time millis training
50