Run
147400

Run 147400

Task 3635 (Supervised Classification) fri_c1_250_50 Uploaded 03-02-2015 by Joaquin Vanschoren
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Flow

weka.BayesNet_RepeatedHillClimber(3)Weka implementation of BayesNet
weka.RepeatedHillClimber(2)_U10
weka.RepeatedHillClimber(2)_A1
weka.RepeatedHillClimber(2)_P1
weka.RepeatedHillClimber(2)_SBAYES
weka.BayesNet_RepeatedHillClimber(3)_Dtrue
weka.BayesNet_RepeatedHillClimber(3)_Qweka.classifiers.bayes.net.search.local.RepeatedHillClimber

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
0.9131
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6651
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149.8604
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2072
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4954
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8391
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9934
Cross-validation details (10-fold Crossvalidation)
Recall
0.836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.677
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
932.3943
UserCPU time millis
210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
210
Cross-validation details (10-fold Crossvalidation)