Run
2590436

Run 2590436

Task 41 (Supervised Classification) soybean Uploaded 24-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_J48(3)Weka implementation of FilteredClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.FilteredClassifier_J48(3)_Fweka.filters.supervised.attribute.Discretize -R first-last -precision 6
weka.FilteredClassifier_J48(3)_Wweka.classifiers.trees.J48

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
0.9858 ± 0.0088
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9232 ± 0.0352
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.918 ± 0.0349
Cross-validation details (10-fold Crossvalidation)
KB relative information score
621.7875 ± 1.5576
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0134 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0961 ± 0
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
0.9269 ± 0.034
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9253 ± 0.0317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9253 ± 0.0317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1394 ± 0.0293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0829 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3785 ± 0.0753
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1681.7729
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)