Run
2338405

Run 2338405

Task 29 (Supervised Classification) credit-approval Uploaded 24-05-2017 by Miguel Cachada
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Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.25
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
0.8509 ± 0.0299
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8555 ± 0.0381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7114 ± 0.0751
Cross-validation details (10-fold Crossvalidation)
KB relative information score
386.9284 ± 3.2851
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2353 ± 0.0203
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.8656 ± 0.0364
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8551 ± 0.038
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8551 ± 0.038
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4764 ± 0.0409
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497 ± 0.0008
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3443 ± 0.0353
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6927 ± 0.0708
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1452.0945
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)