DEVELOPMENT... OpenML
Run
187592

Run 187592

Task 3826 (Supervised Classification) heart-h 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
0.9164
Per class
F measure
0.8486
Per class
Kappa
0.6686
KB relative information score
178.5241
Mean absolute error
0.1843
Mean prior absolute error
0.4614
Number of instances
294
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.849
Per class
Predictive accuracy
0.8503
Prior entropy
0.9439
Recall
0.8503
Per class
Relative absolute error
0.3994
Root mean prior squared error
0.4802
Root mean squared error
0.3349
Root relative squared error
0.6975
SciMark benchmark
1250.8301

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