DEVELOPMENT... OpenML
Run
187692

Run 187692

Task 4517 (Supervised Classification) arsenic-female-bladder 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
0.8045
Per class
F measure
0.8321
Per class
Kappa
0.2471
KB relative information score
434.7226
Mean absolute error
0.1765
Mean prior absolute error
0.2462
Number of instances
5590
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8244
Per class
Predictive accuracy
0.8531
Prior entropy
0.5956
Recall
0.8531
Per class
Relative absolute error
0.7171
Root mean prior squared error
0.3502
Root mean squared error
0.3255
Root relative squared error
0.9295
SciMark benchmark
1073.494