DEVELOPMENT... OpenML
Run
187597

Run 187597

Task 3810 (Supervised Classification) arsenic-male-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
0.8163
Per class
F measure
0.9775
Per class
Kappa
0.6935
KB relative information score
83.628
Mean absolute error
0.0328
Mean prior absolute error
0.0837
Number of instances
559
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9807
Per class
Predictive accuracy
0.9803
Prior entropy
0.2628
Recall
0.9803
Per class
Relative absolute error
0.3921
Root mean prior squared error
0.2027
Root mean squared error
0.1383
Root relative squared error
0.6822
SciMark benchmark
1290.1085