DEVELOPMENT... OpenML
Run
143943

Run 143943

Task 3756 (Supervised Classification) visualizing_hamster 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
0.4534
Per class
F measure
0.3816
Per class
Kappa
-0.0273
KB relative information score
-1.1301
Mean absolute error
0.5027
Mean prior absolute error
0.4955
Number of instances
73
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2968
Per class
Predictive accuracy
0.5342
Prior entropy
0.9937
Recall
0.5342
Per class
Relative absolute error
1.0144
Root mean prior squared error
0.4977
Root mean squared error
0.5092
Root relative squared error
1.0232
SciMark benchmark
904.3001