DEVELOPMENT... OpenML
Run
144086

Run 144086

Task 3916 (Supervised Classification) kc1-binary 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
0.7659
Per class
F measure
0.7194
Per class
Kappa
0.4352
KB relative information score
58.221
Mean absolute error
0.2887
Mean prior absolute error
0.4853
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.733
Per class
Predictive accuracy
0.7172
Prior entropy
0.979
Recall
0.7172
Per class
Relative absolute error
0.5949
Root mean prior squared error
0.4925
Root mean squared error
0.4908
Root relative squared error
0.9965
SciMark benchmark
917.7039
UserCPU time millis
1480
UserCPU time millis testing
1130
UserCPU time millis training
350