DEVELOPMENT... OpenML
Run
104987

Run 104987

Task 3807 (Supervised Classification) echoMonths Uploaded 08-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.7357
Per class
Build CPU time
0.0008
Build memory
422812225.6
F measure
0.7349
Per class
Kappa
0.4751
KB relative information score
46.4884
Mean absolute error
0.3321
Mean prior absolute error
0.4999
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7492
Per class
Predictive accuracy
0.7385
Prior entropy
0.9998
Recall
0.7385
Per class
Relative absolute error
0.6643
Root mean prior squared error
0.4999
Root mean squared error
0.4359
Root relative squared error
0.8719
SciMark benchmark
943.521

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