Table 5.
Methods and their parameters used.
Method | Parameters |
---|---|
MLR | R2 = 0.888 and R2adj = 0.888 |
ELM | nhid = 15 and actfun = purelin |
RF | ntree = 500 and mtry = 4 |
MNLR | R2 = 0.811; R2adj = 0.811, and logarith transformation |
Methods and their parameters used.
Method | Parameters |
---|---|
MLR | R2 = 0.888 and R2adj = 0.888 |
ELM | nhid = 15 and actfun = purelin |
RF | ntree = 500 and mtry = 4 |
MNLR | R2 = 0.811; R2adj = 0.811, and logarith transformation |