Run
12393

Run 12393

Task 37 (Supervised Classification) diabetes Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.6
weka.J48(1)_M2

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
0.7471
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7395
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4199
Cross-validation details (10-fold Crossvalidation)
KB relative information score
259.1108
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3016
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
0.738
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7435
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7435
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6637
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9316
Cross-validation details (10-fold Crossvalidation)