DEVELOPMENT... OpenML
Run
143840

Run 143840

Task 3648 (Supervised Classification) fri_c3_100_10 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
0.525
Per class
F measure
0.5232
Per class
Kappa
0.0376
KB relative information score
1.3508
Mean absolute error
0.4736
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5501
Per class
Predictive accuracy
0.59
Prior entropy
0.9721
Recall
0.59
Per class
Relative absolute error
0.986
Root mean prior squared error
0.4899
Root mean squared error
0.5014
Root relative squared error
1.0234
SciMark benchmark
923.9763