Run
6060507

Run 6060507

Task 31 (Supervised Classification) credit-g Uploaded 03-08-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_JRip(2)Weka implementation of AttributeSelectedClassifier
weka.JRip(7)_F3
weka.JRip(7)_N2.942046318110127
weka.JRip(7)_O2
weka.JRip(7)_S1
weka.JRip(7)_Etrue
weka.AttributeSelectedClassifier_JRip(2)_Eweka.attributeSelection.CfsSubsetEval -M -P 1 -E 1
weka.AttributeSelectedClassifier_JRip(2)_Sweka.attributeSelection.GreedyStepwise -B -C -R -T -1.7976931348623157E308 -N -1 -num-slots 1
weka.AttributeSelectedClassifier_JRip(2)_Wweka.classifiers.rules.JRip

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
0.6461
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7035
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2729
Cross-validation details (10-fold Crossvalidation)
KB relative information score
108.9525
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3742
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
0.6993
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.717
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.717
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8905
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4459
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9729
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1772.2388
UserCPU time millis
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
20
Cross-validation details (10-fold Crossvalidation)