Run
2346131

Run 2346131

Task 58 (Supervised Classification) waveform-5000 Uploaded 25-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.5
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
0.9135 ± 0.0075
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.769 ± 0.0145
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6541 ± 0.0218
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3168.4965 ± 8.464
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1895 ± 0.0079
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
0.7693 ± 0.0148
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7694 ± 0.0145
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7694 ± 0.0145
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4263 ± 0.0178
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3375 ± 0.0099
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7159 ± 0.0209
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1567.4802
UserCPU time millis
200
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
200
Cross-validation details (10-fold Crossvalidation)