Run
2333593

Run 2333593

Task 58 (Supervised Classification) waveform-5000 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
0.8608 ± 0.0125
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7692 ± 0.0151
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6544 ± 0.0231
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3354.0558 ± 9.3558
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1637 ± 0.0088
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7694 ± 0.0156
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7696 ± 0.0153
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7696 ± 0.0153
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3683 ± 0.0197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.368 ± 0.0119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7807 ± 0.0252
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1595.4555
UserCPU time millis
270
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
260
Cross-validation details (10-fold Crossvalidation)