From b3a36bedb059d6dceb73fa1dce3c01ef4ba887b7 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Felix=20Ramnel=C3=B6v?= <felra653@student.liu.se>
Date: Thu, 12 Dec 2024 14:18:14 +0100
Subject: [PATCH] Lab 3: Fixed error in assignment 4

---
 lab3/assignment4.R             |   20 +-
 lab3/figures/assignment4-5.eps | 2595 +++++++++++++-------------------
 lab3/figures/assignment4-5.png |  Bin 10395 -> 8681 bytes
 lab3/lab-notes.md              |    2 +-
 4 files changed, 1052 insertions(+), 1565 deletions(-)

diff --git a/lab3/assignment4.R b/lab3/assignment4.R
index 5050136..bbdcdcc 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, 1),
+  pt.cex = c(1, 1),
   cex = 1
 )
 
diff --git a/lab3/figures/assignment4-5.eps b/lab3/figures/assignment4-5.eps
index d6be796..92db951 100644
--- a/lab3/figures/assignment4-5.eps
+++ b/lab3/figures/assignment4-5.eps
@@ -131,518 +131,517 @@ dup length dict begin
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diff --git a/lab3/lab-notes.md b/lab3/lab-notes.md
index 3d7c8ef..c86e0e5 100644
--- a/lab3/lab-notes.md
+++ b/lab3/lab-notes.md
@@ -34,7 +34,7 @@
   C = \frac{1}{2n\lambda}.
   $$
 
-  [p. 211]
+  [p. 209-211]
 
 - _In neural networks, what do we mean by mini-batch and epoch?_
 
-- 
GitLab