DEVELOPMENT... OpenML
Run
104405

Run 104405

Task 50 (Supervised Classification) heart-h Uploaded 08-12-2014 by Felicia West
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Flow

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(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.

21 Evaluation measures

Area under ROC curve
0.9164
Per class
Build CPU time
0.0011
Build memory
913198904.1633
F measure
0.8486
Per class
Kappa
0.6686
KB relative information score
166.552
Mean absolute error
0.0745
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.849
Per class
Predictive accuracy
0.8503
Prior entropy
1.0314
Recall
0.8503
Per class
Relative absolute error
0.3991
Root mean prior squared error
0.3037
Root mean squared error
0.212
Root relative squared error
0.6981
SciMark benchmark
875.7999