Run
2333610

Run 2333610

Task 2075 (Supervised Classification) abalone 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
0.5945 ± 0.0186
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2098 ± 0.0231
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1177 ± 0.0274
Cross-validation details (10-fold Crossvalidation)
KB relative information score
829.4896 ± 10.7572
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0557 ± 0.0013
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
0.205 ± 0.0228
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2162 ± 0.0247
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2162 ± 0.0247
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9019 ± 0.0214
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
0.2045 ± 0.0039
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1635 ± 0.0223
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1471.3009
UserCPU time millis
220
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
170
Cross-validation details (10-fold Crossvalidation)