Run
2676185

Run 2676185

Task 29 (Supervised Classification) credit-approval Uploaded 25-06-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.721
Cross-validation details (10-fold Crossvalidation)
KB relative information score
428.3485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
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
0.8622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6598
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1580.9145
UserCPU time millis
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10-fold Crossvalidation)