Run
8873400

Run 8873400

Task 3656 (Supervised Classification) diabetes_numeric Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-J48(1)A Weka KnowledgeFlow using Bagging-J48.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7081
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6438
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2474
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.1608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3786
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4791
Cross-validation details (10-fold Crossvalidation)
Number of instances
43
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6429
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6512
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.971
Cross-validation details (10-fold Crossvalidation)
Recall
0.6512
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7904
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4889
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9495
Cross-validation details (10-fold Crossvalidation)