Run
2333576

Run 2333576

Task 41 (Supervised Classification) soybean Uploaded 23-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.AttributeSelectedClassifier_J48(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(2)_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
0.9861 ± 0.0105
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9036 ± 0.0483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8971 ± 0.0471
Cross-validation details (10-fold Crossvalidation)
KB relative information score
614.0144 ± 1.8587
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0147 ± 0.0038
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
0.9087 ± 0.0532
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9063 ± 0.0429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9063 ± 0.0429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1525 ± 0.0399
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
0.0875 ± 0.0159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3993 ± 0.0725
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1508.3246
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)