DEVELOPMENT... OpenML
Run
104961

Run 104961

Task 3774 (Supervised Classification) fri_c2_250_5 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
0.8647
Per class
Build CPU time
0.0009
Build memory
1373988872
F measure
0.8398
Per class
Kappa
0.6747
KB relative information score
140.549
Mean absolute error
0.2287
Mean prior absolute error
0.4929
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
0.8398
Per class
Predictive accuracy
0.84
Prior entropy
0.9898
Recall
0.84
Per class
Relative absolute error
0.464
Root mean prior squared error
0.4964
Root mean squared error
0.3552
Root relative squared error
0.7156
SciMark benchmark
915.0385