Run
4836810

Run 4836810

Task 58 (Supervised Classification) waveform-5000 Uploaded 08-07-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_AttributeSelectedClassifier_NBTree(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_AttributeSelectedClassifier_NBTree(1)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_AttributeSelectedClassifier_NBTree(1)_Wweka.classifiers.meta.AttributeSelectedClassifier
weka.AttributeSelectedClassifier_NBTree(2)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_NBTree(2)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_NBTree(2)_Wweka.classifiers.trees.NBTree

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
0.9376
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8083
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3521.0489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1512
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
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
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3403
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6601
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1432.5835
UserCPU time millis
5900
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
70
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
5830
Cross-validation details (10-fold Crossvalidation)