Run
20140

Run 20140

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.BayesNet_RepeatedHillClimber(1)Weka implementation of BayesNet
weka.BayesNet_RepeatedHillClimber(1)_Dtrue
weka.BayesNet_RepeatedHillClimber(1)_Qweka.classifiers.bayes.net.search.local.RepeatedHillClimber
weka.RepeatedHillClimber(1)_A1
weka.RepeatedHillClimber(1)_P1
weka.RepeatedHillClimber(1)_SBAYES
weka.RepeatedHillClimber(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
0.9943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9237
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1845.1393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0167
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
0.9246
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9235
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.9235
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0927
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1136
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3786
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.185[560.30856197719071012.0562417272014480.85168147774846913.71210817040291763.996579689319]