Consider a 2D plane with these datapoints and class labels. X1 X2 Class 3    4      -1 1    4      -1 2    3      -1 6    -1      1 7    -1      1 5    -3      1 2.1 Create the linear decision boundary to separate these two classes using SVM logic. 2.2 Identify the value of slope and intercept. 2.3 Declare your support vectors.  2.4 Comment on the generalisation of your boundary.

icon
Related questions
Question

Consider a 2D plane with these datapoints and class labels.

X1 X2 Class

3    4      -1

1    4      -1

2    3      -1

6    -1      1

7    -1      1

5    -3      1

2.1 Create the linear decision boundary to separate these two classes using SVM logic.

2.2 Identify the value of slope and intercept.

2.3 Declare your support vectors. 

2.4 Comment on the generalisation of your boundary. 

Expert Solution
steps

Step by step

Solved in 4 steps with 2 images

Blurred answer
Knowledge Booster
Use of XOR function
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, ai-and-machine-learning and related others by exploring similar questions and additional content below.