Run
460462

Run 460462

Task 235 (Supervised Classification) arrhythmia Uploaded 03-07-2015 by Joaquin Vanschoren
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Flow

weka.BayesNet_K2(6)Weka implementation of BayesNet
weka.BayesNet_K2(6)_Dtrue
weka.BayesNet_K2(6)_Qweka.classifiers.bayes.net.search.local.K2
weka.K2(5)_P1
weka.K2(5)_SBAYES

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
0.8746
Per class
Cross-validation details (33% Holdout set)
F measure
0.6543
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5299
Cross-validation details (33% Holdout set)
KB relative information score
81.3473
Cross-validation details (33% Holdout set)
Mean absolute error
0.0369
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0878
Cross-validation details (33% Holdout set)
Number of instances
149
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.6597
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.698
Cross-validation details (33% Holdout set)
Prior entropy
2.5222
Cross-validation details (33% Holdout set)
Recall
0.698
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4204
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.211
Cross-validation details (33% Holdout set)
Root mean squared error
0.1803
Cross-validation details (33% Holdout set)
Root relative squared error
0.8546
Cross-validation details (33% Holdout set)
SciMark benchmark
974.2014
UserCPU time millis
200
Cross-validation details (33% Holdout set)
UserCPU time millis testing
150
Cross-validation details (33% Holdout set)
UserCPU time millis training
50
Cross-validation details (33% Holdout set)