Run
22784

Run 22784

Task 47 (Supervised Classification) tae Uploaded 22-06-2014 by Joaquin Vanschoren
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Flow

weka.BayesNet_LAGDHillClimber(1)Weka implementation of BayesNet
weka.BayesNet_LAGDHillClimber(1)_Dtrue
weka.BayesNet_LAGDHillClimber(1)_Qweka.classifiers.bayes.net.search.local.LAGDHillClimber
weka.LAGDHillClimber(1)_G5
weka.LAGDHillClimber(1)_L2
weka.LAGDHillClimber(1)_P1
weka.LAGDHillClimber(1)_SBAYES

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.5549
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3367
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.9649
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
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
0.3595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9526
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9899
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.3979[561.5713683165314959.638940459108482.7975877024999914.98778054938791767.9939646936223]