DEVELOPMENT... OpenML
Run
144057

Run 144057

Task 3888 (Supervised Classification) grub-damage 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
0.7305
Per class
F measure
0.683
Per class
Kappa
0.2648
KB relative information score
30.6569
Mean absolute error
0.3287
Mean prior absolute error
0.4332
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6822
Per class
Predictive accuracy
0.6839
Prior entropy
0.9027
Recall
0.6839
Per class
Relative absolute error
0.7587
Root mean prior squared error
0.465
Root mean squared error
0.4932
Root relative squared error
1.0607
SciMark benchmark
915.2795