Run
3213314

Run 3213314

Task 2075 (Supervised Classification) abalone Uploaded 30-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_J48(1)Weka implementation of FilteredClassifier
weka.J48(38)_C0.01
weka.J48(38)_M10
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
weka.FilteredClassifier_AttributeSelectedClassifier_J48(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_J48(1)_Wweka.classifiers.meta.AttributeSelectedClassifier

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
0.7152
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.22
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1491
Cross-validation details (10-fold Crossvalidation)
KB relative information score
860.8061
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0573
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.2089
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9278
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1701
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9683
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1506.5909
UserCPU time millis
200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
150
Cross-validation details (10-fold Crossvalidation)