Run
2345956

Run 2345956

Task 2075 (Supervised Classification) abalone Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.01
weka.J48(38)_M20
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
0.7172 ± 0.013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2226 ± 0.0126
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1531 ± 0.0155
Cross-validation details (10-fold Crossvalidation)
KB relative information score
864.2208 ± 4.2127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0573 ± 0.0004
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
0.224 ± 0.0111
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2621 ± 0.0149
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2621 ± 0.0149
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.928 ± 0.0064
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
0.1699 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9668 ± 0.0053
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1522.589
UserCPU time millis
160
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
90
Cross-validation details (10-fold Crossvalidation)