DEVELOPMENT... OpenML
Run
143784

Run 143784

Task 3590 (Supervised Classification) analcatdata_vineyard 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
0.8553
Per class
F measure
0.7719
Per class
Kappa
0.5399
KB relative information score
208.9213
Mean absolute error
0.2799
Mean prior absolute error
0.4939
Number of instances
468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7736
Per class
Predictive accuracy
0.7714
Prior entropy
0.9912
Recall
0.7714
Per class
Relative absolute error
0.5669
Root mean prior squared error
0.4969
Root mean squared error
0.3842
Root relative squared error
0.7731
SciMark benchmark
915.2795