Description Usage Arguments Value Examples
Function to simulate a trained Artificial Hydrocarbon Network.
1 2 |
object |
an object of class " |
... |
further arguments passed to or from other methods. |
predicted output values for inputs in newdata
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 | ## Not run:
# Create data
x <- 2 * runif(1000) - 1;
x <- sort(x)
y <- (x < 0.1) * (0.05 * runif(100) + atan(pi*x)) +
(x >= 0.1 & x < 0.6) * (0.05 * runif(1000) + sin(pi*x)) +
(x >= 0.6) * (0.05 * runif(1000) + cos(pi*x))
# Create Sigma list
Sigma <- list(X = data.frame(x = x), Y = data.frame(y = y))
# Train AHN
ahn <- fit(Sigma, 5, 0.01, 500)
# Test AHN
X <- data.frame(x = x)
ysim <- predict(ahn, X)
## End(Not run)
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