Run
2676191

Run 2676191

Task 31 (Supervised Classification) credit-g 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
0.7262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
165.3441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3463
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.6876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8243
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4315
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9415
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1768.6702
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)