Table 3 The best BRT tuning parameters for all final instar models, validated using 5-fold cross validation with 10 repeats.
Instar model | Interaction depth | Learning rate | Minimum number of observations per node |
|---|---|---|---|
Larvae | 3 | 0.01 | 2 |
Nymphs | 2 | 0.01 | 2 |
Adult males | 2 | 0.001 | 2 |
Adult females | 1 | 0.001 | 2 |
Adults | 2 | 0.001 | 2 |