DEVELOPMENT... OpenML
Run
105071

Run 105071

Task 3896 (Supervised Classification) ada_agnostic Uploaded 09-12-2014 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
0.8943
Per class
Build CPU time
0.6629
Build memory
381775090.9706
F measure
0.8177
Per class
Kappa
0.544
KB relative information score
1663.8371
Mean absolute error
0.214
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8398
Per class
Predictive accuracy
0.8091
Prior entropy
0.8085
Recall
0.8091
Per class
Relative absolute error
0.5734
Root mean prior squared error
0.4319
Root mean squared error
0.3623
Root relative squared error
0.8388
SciMark benchmark
892.0716