Run
2590560

Run 2590560

Task 58 (Supervised Classification) waveform-5000 Uploaded 24-06-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8679 ± 0.011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7501 ± 0.0123
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.626 ± 0.018
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2966.9265 ± 7.1939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2098 ± 0.0069
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
0.7503 ± 0.011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7506 ± 0.012
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7506 ± 0.012
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.472 ± 0.0154
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3653 ± 0.0081
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.775 ± 0.0171
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1458.9945
UserCPU time millis
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (10-fold Crossvalidation)