Run
460463

Run 460463

Task 237 (Supervised Classification) audiology 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
0.8953
Per class
Cross-validation details (33% Holdout set)
F measure
0.5875
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5813
Cross-validation details (33% Holdout set)
KB relative information score
38.1992
Cross-validation details (33% Holdout set)
Mean absolute error
0.0332
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0736
Cross-validation details (33% Holdout set)
Number of instances
74
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5825
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.6351
Cross-validation details (33% Holdout set)
Prior entropy
3.6349
Cross-validation details (33% Holdout set)
Recall
0.6351
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4503
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1925
Cross-validation details (33% Holdout set)
Root mean squared error
0.1559
Cross-validation details (33% Holdout set)
Root relative squared error
0.8099
Cross-validation details (33% Holdout set)
SciMark benchmark
941.3847
UserCPU time millis
40
Cross-validation details (33% Holdout set)
UserCPU time millis testing
40
Cross-validation details (33% Holdout set)