Run
2338314

Run 2338314

Task 2075 (Supervised Classification) abalone Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.01
weka.J48(38)_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
0.706 ± 0.0137
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.229 ± 0.0158
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1527 ± 0.0174
Cross-validation details (10-fold Crossvalidation)
KB relative information score
905.8425 ± 4.4398
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0568 ± 0.0005
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
0.231 ± 0.0205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2605 ± 0.0163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2605 ± 0.0163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9192 ± 0.0084
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
0.1723 ± 0.0016
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9805 ± 0.0092
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1558.1317
UserCPU time millis
90
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
70
Cross-validation details (10-fold Crossvalidation)