Run
2590659

Run 2590659

Task 2075 (Supervised Classification) abalone 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
0.7061 ± 0.0089
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2279 ± 0.0084
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1477 ± 0.0141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
961.6819 ± 2.264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0563 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618 ± 0
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
0.2195 ± 0.012
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2535 ± 0.0115
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2535 ± 0.0115
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9118 ± 0.0043
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1724 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9809 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1786.5356
UserCPU time millis
40
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)