Run
2338441

Run 2338441

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)_C0.5
weka.J48(38)_M10
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
0.9108 ± 0.0072
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7754 ± 0.0168
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6637 ± 0.0246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3291.6741 ± 9.4783
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1744 ± 0.0089
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
0.7758 ± 0.0162
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7758 ± 0.0165
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5849
Cross-validation details (10-fold Crossvalidation)
Recall
0.7758 ± 0.0165
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3925 ± 0.02
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3389 ± 0.0105
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7189 ± 0.0223
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1380.2224
UserCPU time millis
210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
200
Cross-validation details (10-fold Crossvalidation)