Ask Data Structure Expert

Question

Learning for Numeric Prediction

(a) Let the weights of a two-input perceptron be: w0 = 0:2, w1 = 0:5 and w2 = 0:5. Assuming that x0 = 1, what is the output of the perceptron when:

[i] x1 = 1 and x2 = 1 ?

[ii] x1 = 1 and x2 = 1 ?

Letting w0 = 0:2 and keeping x0 = 1, w1 = 0:5 and w2 = 0:5, what is the perceptron output when:

[iii] x1 = 1 and x2 = 1 ?

[iv] x1 = 1 and x2 = 1 ?

(b) Here is a regression tree with leaf nodes denoted A, B and C:

X <= 5 : A
X > 5 :
| X <= 9: B
| X > 9: C

This is the training set from which the regression tree was learned:

507_Regression tree with leaf nodes.png

Write down the output (class) values and number of instances that appear in each of the leaf nodes A, B and C of the tree.

Data Structure, Computer Science

  • Category:- Data Structure
  • Reference No.:- M9749945

Have any Question?


Related Questions in Data Structure

Data Communication Delivering Information anywhere

Topic: Data Communication Delivering Information anywhere. Write a 9-12 pages paper in which you: Present an overview of the origin and history of the concept. Describe the current use of and attitude toward the concept. ...

Problem regarding the management program

Problem: Looks like its just adding a save and load feature to the same file you sent me for python 3.5 Until now, you have had to leave your team management program running on your computer indefinitely since you did no ...

  • 4,153,160 Questions Asked
  • 13,132 Experts
  • 2,558,936 Questions Answered

Ask Experts for help!!

Looking for Assignment Help?

Start excelling in your Courses, Get help with Assignment

Write us your full requirement for evaluation and you will receive response within 20 minutes turnaround time.

Ask Now Help with Problems, Get a Best Answer

Why might a bank avoid the use of interest rate swaps even

Why might a bank avoid the use of interest rate swaps, even when the institution is exposed to significant interest rate

Describe the difference between zero coupon bonds and

Describe the difference between zero coupon bonds and coupon bonds. Under what conditions will a coupon bond sell at a p

Compute the present value of an annuity of 880 per year

Compute the present value of an annuity of $ 880 per year for 16 years, given a discount rate of 6 percent per annum. As

Compute the present value of an 1150 payment made in ten

Compute the present value of an $1,150 payment made in ten years when the discount rate is 12 percent. (Do not round int

Compute the present value of an annuity of 699 per year

Compute the present value of an annuity of $ 699 per year for 19 years, given a discount rate of 6 percent per annum. As