Research Article

Fuzzy Clustering-Based Ensemble Approach to Predicting Indian Monsoon

Table 3

Model parameter setting for MLP models.

Parameter set Hidden layers Training years Training method

ParSet1 20 BFGS quasi-Newton backpropagation
ParSet2 15 Conjugate gradient backpropagation with Powell-Beale restarts
ParSet3 10 Scaled conjugate gradient backpropagation
ParSet4 15 Resilient backpropagation