DEVELOPMENT... OpenML
Run
98815

Run 98815

Task 5 (Supervised Classification) arrhythmia Uploaded 08-12-2014 by Felicia West
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Flow

weka.NaiveBayes(2)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.7685
Per class
Build CPU time
0.0211
Build memory
749734809.0796
F measure
0.6267
Per class
Kappa
0.4528
KB relative information score
195.8955
Mean absolute error
0.046
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
0.63
Per class
Predictive accuracy
0.6305
Prior entropy
2.5222
Recall
0.6305
Per class
Relative absolute error
0.5381
Root mean prior squared error
0.2055
Root mean squared error
0.2124
Root relative squared error
1.0335
SciMark benchmark
940.7816