DEVELOPMENT... OpenML
Run
187506

Run 187506

Task 3058 (Supervised Classification) grub-damage Uploaded 25-02-2015 by Felicia West
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_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
0.6328
Per class
F measure
0.2997
Per class
Kappa
0.0722
KB relative information score
9.3968
Mean absolute error
0.3362
Mean prior absolute error
0.3627
Number of instances
51
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.3059
Per class
Predictive accuracy
0.3137
Prior entropy
1.9281
Recall
0.3137
Per class
Relative absolute error
0.9269
Root mean prior squared error
0.425
Root mean squared error
0.4924
Root relative squared error
1.1585
SciMark benchmark
1350.9691