Run
2338301

Run 2338301

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)_C0.01
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
0.8802 ± 0.0094
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7729 ± 0.0149
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6605 ± 0.0226
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3198.7145 ± 8.7794
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1856 ± 0.0084
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
0.7741 ± 0.0155
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7736 ± 0.015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7736 ± 0.015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4176 ± 0.019
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3531 ± 0.0111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.749 ± 0.0236
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1550.1041
UserCPU time millis
190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
180
Cross-validation details (10-fold Crossvalidation)