From 37310b52d19a5e8337bf5b3f10d5e8fb3b244af3 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Felix=20Ramnel=C3=B6v?= <felra653@student.liu.se>
Date: Wed, 4 Dec 2024 16:21:11 +0100
Subject: [PATCH] Lab 2: Fixed error in assignment 1

---
 lab2/assignment1.R               |  14 +-
 lab2/figures/assignment1-5-2.eps | 292 ++++++++++++++++---------------
 lab2/figures/assignment1-5-2.png | Bin 6245 -> 6460 bytes
 3 files changed, 156 insertions(+), 150 deletions(-)

diff --git a/lab2/assignment1.R b/lab2/assignment1.R
index 4aa1163..4d1c5b6 100644
--- a/lab2/assignment1.R
+++ b/lab2/assignment1.R
@@ -50,16 +50,12 @@ lambda_with_k_features = function(x_train, y_train, alpha, k = 3) {
   
 }
 
-lambda_with_3_features = lambda_with_k_features(x_train, y_train, 1, 3)
-
-print(lambda_with_3_features)
+lambda_with_k_features(x_train, y_train, alpha = 1, k = 3)
 
 
 #----4.----
 
-lambda_with_3_features = lambda_with_k_features(x_train, y_train, 0, 3)
-
-print(lambda_with_3_features)
+lambda_with_k_features(x_train, y_train, alpha = 0, k = 3)
 
 #----5.----
 
@@ -70,12 +66,12 @@ grid()
 
 fit$lambda.min
 
-coef(fit, s = "lambda.min")
+sum(coef(fit, s = "lambda.min")[-1] != 0) # ignore intercept
 
-y_hat = predict(fit, newx = as.matrix(X_train), s = "lambda.min")
+y_hat = predict(fit, newx = as.matrix(X_test), s = "lambda.min")
 
 plot(
-  y_train,
+  y_test,
   y_hat,
   xlab = "Observed test values",
   ylab = "Predicted test values",
diff --git a/lab2/figures/assignment1-5-2.eps b/lab2/figures/assignment1-5-2.eps
index 4b98ac7..031cbfc 100644
--- a/lab2/figures/assignment1-5-2.eps
+++ b/lab2/figures/assignment1-5-2.eps
@@ -143,113 +143,114 @@ bp
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