DEVELOPMENT... OpenML
Run
104415

Run 104415

Task 5 (Supervised Classification) arrhythmia 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
0.873
Per class
Build CPU time
0.2997
Build memory
1016367458.3009
F measure
0.6968
Per class
Kappa
0.576
KB relative information score
247.5346
Mean absolute error
0.035
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6792
Per class
Predictive accuracy
0.7301
Prior entropy
2.5222
Recall
0.7301
Per class
Relative absolute error
0.4093
Root mean prior squared error
0.2055
Root mean squared error
0.1733
Root relative squared error
0.8432
SciMark benchmark
928.1083