Run
2338367

Run 2338367

Task 37 (Supervised Classification) diabetes Uploaded 24-05-2017 by Miguel Cachada
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AttributeSelectedClassifier_J48(2)Weka implementation of AttributeSelectedClassifier
weka.J48(38)_C0.5
weka.J48(38)_M2
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.

17 Evaluation measures

Area under ROC curve
0.7946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7378
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4107
Cross-validation details (10-fold Crossvalidation)
KB relative information score
258.1813
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.305
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7414
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7487
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7487
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.671
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4148
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8702
Cross-validation details (10-fold Crossvalidation)