diff --git a/lab3/assignment4.R b/lab3/assignment4.R index 50501366f14ac296647f756530906f1b27eeb3c6..bbdcdcc1f8b316deb04e193b7a47732f1923be20 100644 --- a/lab3/assignment4.R +++ b/lab3/assignment4.R @@ -180,36 +180,36 @@ Var2 <- runif(500, 0, 10) mydata2 <- data.frame(Sin2 = sin(Var2), Var2) -formula1 <- Sin2 ~ Var2 +formula2 <- Var2 ~ Sin2 nn2 <- neuralnet( - formula1 , + formula2 , data = mydata2, hidden = c(10), - startweights = winit + startweights = winit, + threshold = 0.1 ) plot( mydata2, - cex = 2, + col = "blue", + cex = 1, main = "NN with logistic activation function", xlab = "sin(x)", ylab = "x", - ylim = c(-2, 10) ) -points(mydata2, col = "blue", cex = 1) points(mydata2[, 1], predict(nn2, mydata2), col = "red", cex = 1) grid() legend( - "topleft", - legend = c("Training data", "Test data", "Predicted test data"), - col = c("black", "blue", "red"), + "bottomleft", + legend = c("Training data", "Predicted training data"), + col = c("blue", "red"), pch = 1, - pt.cex = c(2, 1, 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epoch?_