Run
50364

Run 50364

Task 5 (Supervised Classification) arrhythmia Uploaded 06-11-2014 by Manuel Martin Salvador
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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
Cross-validation details (10-fold Crossvalidation)
Build CPU time
0.0099
Cross-validation details (10-fold Crossvalidation)
Build memory
213426675.8584
Cross-validation details (10-fold Crossvalidation)
F measure
0.6267
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4528
Cross-validation details (10-fold Crossvalidation)
KB relative information score
195.8955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0855
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_13, amd64, Windows 7, 6.1]
Precision
0.63
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6305
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.6305
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0335
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1469.6837