Run
2676047

Run 2676047

Task 6 (Supervised Classification) letter Uploaded 25-06-2017 by Miguel Cachada
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Flow

weka.FilteredClassifier_J48(3)Weka implementation of FilteredClassifier
weka.J48(38)_C0.5
weka.J48(38)_M20
weka.FilteredClassifier_J48(3)_Fweka.filters.unsupervised.attribute.Standardize
weka.FilteredClassifier_J48(3)_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
0.9754
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7942
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7855
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16158.999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0217
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.7954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2931
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1075
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5588
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1530.0398
UserCPU time millis
630
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
100
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
530
Cross-validation details (10-fold Crossvalidation)