Run
6060481

Run 6060481

Task 41 (Supervised Classification) soybean Uploaded 03-08-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_BayesNet(2)Weka implementation of AttributeSelectedClassifier
weka.BayesNet(2)_Dtrue
weka.BayesNet(2)_Qweka.classifiers.bayes.net.search.local.TabuSearch
weka.AttributeSelectedClassifier_BayesNet(2)_Eweka.attributeSelection.CfsSubsetEval -M -P 1 -E 1
weka.AttributeSelectedClassifier_BayesNet(2)_Sweka.attributeSelection.GreedyStepwise -R -T -1.7976931348623157E308 -N -1 -num-slots 1
weka.AttributeSelectedClassifier_BayesNet(2)_Wweka.classifiers.bayes.BayesNet

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
0.9964
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9374
Cross-validation details (10-fold Crossvalidation)
KB relative information score
645.1873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0078
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
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9465
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0814
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0664
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3032
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1593.595
UserCPU time millis
140
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
120
Cross-validation details (10-fold Crossvalidation)