Run
20957

Run 20957

Task 41 (Supervised Classification) soybean Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.BayesNet_HillClimber(1)Weka implementation of BayesNet
weka.BayesNet_HillClimber(1)_Dtrue
weka.BayesNet_HillClimber(1)_Qweka.classifiers.bayes.net.search.local.HillClimber
weka.HillClimber(1)_P1
weka.HillClimber(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
0.9946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9166
Cross-validation details (10-fold Crossvalidation)
KB relative information score
637.9439
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0086
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
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
0.9318
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9239
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9239
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0813
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3712
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
913.3872[551.2770610219355910.8745130337857476.5831398139759894.99490910464331733.2063769163399]