Run
21585

Run 21585

Task 18 (Supervised Classification) mfeat-morphological Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.BayesNet_GeneticSearch(1)Weka implementation of BayesNet
weka.BayesNet_GeneticSearch(1)_Dtrue
weka.BayesNet_GeneticSearch(1)_Qweka.classifiers.bayes.net.search.local.GeneticSearch
weka.GeneticSearch(1)_A100
weka.GeneticSearch(1)_Ctrue
weka.GeneticSearch(1)_L10
weka.GeneticSearch(1)_Mtrue
weka.GeneticSearch(1)_R1
weka.GeneticSearch(1)_SBAYES
weka.GeneticSearch(1)_U10

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
0.9532
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6709
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6494
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1401.2658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.082
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.6779
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6845
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.6845
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1982
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6607
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.3965[552.1495892970033990.7223424342134471.97440834681885893.77426579679521723.3617822104022]