Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Please answer in 1 hour, thanks (a) Support vector machines learn a decision boundary leading to the largest margin from both classes. You are training

image text in transcribed

Please answer in 1 hour, thanks

(a) Support vector machines learn a decision boundary leading to the largest margin from both classes. You are training SVM on a tiny dataset with 4 points shown in the following figure. This dataset consists of two examples with class label -1 (denoted with plus), and two examples with class label +1 (denoted with triangles). What's the equation corresponding to the decision boundary for this Hard Margin SVM? (4 points) (b) Circle the support vectors and draw the decision boundary. (2 points) (c) For the given prediction results, please calculate Precision, Recall, TPR, and F-measure. (4 points) ACTUAL CLASS Class Yes Class=No 40 40 PREDICTED Class=Yes CLASS Class=No 10 10 (a) Support vector machines learn a decision boundary leading to the largest margin from both classes. You are training SVM on a tiny dataset with 4 points shown in the following figure. This dataset consists of two examples with class label -1 (denoted with plus), and two examples with class label +1 (denoted with triangles). What's the equation corresponding to the decision boundary for this Hard Margin SVM? (4 points) (b) Circle the support vectors and draw the decision boundary. (2 points) (c) For the given prediction results, please calculate Precision, Recall, TPR, and F-measure. (4 points) ACTUAL CLASS Class Yes Class=No 40 40 PREDICTED Class=Yes CLASS Class=No 10 10

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Beginning VB 2008 Databases

Authors: Vidya Vrat Agarwal, James Huddleston

1st Edition

1590599470, 978-1590599471

More Books

Students also viewed these Databases questions

Question

60 Workplace safety risks.

Answered: 1 week ago

Question

What are Decision Trees?

Answered: 1 week ago

Question

What is meant by the Term Glass Ceiling?

Answered: 1 week ago