Run
4573163

Run 4573163

Task 41 (Supervised Classification) soybean Uploaded 07-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_DTNB(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_DTNB(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_DTNB(1)_Wweka.classifiers.rules.DTNB
weka.DTNB(5)_X1

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
0.9921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.93
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
624.7145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0138
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
0.9376
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9312
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.8572
Cross-validation details (10-fold Crossvalidation)
Recall
0.9312
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1435
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0807
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3683
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1501.8683
UserCPU time millis
48700
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
48590
Cross-validation details (10-fold Crossvalidation)