Once again, during the pruning and smoothing process,
the model tree was simplified into a single linear
regression equation. For the model created by the M5P
algorithm, R2 was 0.35. Regression coefficients are provided
in Table 4. A histogram for service rate for the
108 herds is provided in Figure 1.