Run
2338490

Run 2338490

Task 58 (Supervised Classification) waveform-5000 Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
weka.J48(38)_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
0.9113 ± 0.0095
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7695 ± 0.015
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6551 ± 0.0226
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3150.5611 ± 9.017
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1916 ± 0.0086
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
0.7699 ± 0.0154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.77 ± 0.0151
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.77 ± 0.0151
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4312 ± 0.0195
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3385 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.718 ± 0.0223
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1641.557
UserCPU time millis
180
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
180
Cross-validation details (10-fold Crossvalidation)