DEVELOPMENT... OpenML
Run
143792

Run 143792

Task 3598 (Supervised Classification) fri_c0_250_50 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
0.8104
Per class
F measure
0.7072
Per class
Kappa
0.4115
KB relative information score
79.5894
Mean absolute error
0.3508
Mean prior absolute error
0.498
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7076
Per class
Predictive accuracy
0.708
Prior entropy
0.9971
Recall
0.708
Per class
Relative absolute error
0.7045
Root mean prior squared error
0.499
Root mean squared error
0.4169
Root relative squared error
0.8355
SciMark benchmark
904.3001
UserCPU time millis
300
UserCPU time millis testing
260
UserCPU time millis training
40