Because of this, k-NN classification is often best used as part of an ensemble approach to validate other classification algorithms. For example, you could predict using a logistic regression model ...

The file 'Appendix III: Coefficients' contains the estimated regression coefficients and their standard errors for each of the 123 logistic regressions. The variables used in the readmission model are ...