DEVELOPMENT... OpenML
Run
104903

Run 104903

Task 3705 (Supervised Classification) autoHorse 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
0.9981
Per class
Build CPU time
0.0226
Build memory
999965880.6244
F measure
0.9902
Per class
Kappa
0.9797
KB relative information score
197.1693
Mean absolute error
0.0197
Mean prior absolute error
0.4821
Number of instances
205
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9904
Per class
Predictive accuracy
0.9902
Prior entropy
0.9742
Recall
0.9902
Per class
Relative absolute error
0.0408
Root mean prior squared error
0.4909
Root mean squared error
0.1093
Root relative squared error
0.2227
SciMark benchmark
942.9279