Question

How can you represent the X-OR problem with NN and SVM?

How can you represent the X-OR problem with NN and SVM?

Engineering   Electrical-Engineering   
0 0
Add a commentTranscribed image text
Next >

Homework Answers

Answer #1

The goal of training neural networks (NNs) is not to learn an exact representation of the training data itself, but rather to build a statistical model of the process which generates the data.

• In practical applications of a feedforward NN, if the network is over-fit to the noise on the training data, especially for the small-number training samples case, it will memorize training data and give poor generalization.

• Controlling an appropriate complexity of the network can improve generalization.

0 0
Know the answer?
Your Answer:

Post as a guest

Your Name:

What's your source?

Earn Coins

Coins can be redeemed for fabulous gifts.

Log In

Sign Up

Not the answer you're looking for?
Ask your own homework help question
Similar Questions
Support Vector Machines ( SVM) . The Mercer kernel used to solve the XOR problem is...
Support Vector Machines ( SVM) . The Mercer kernel used to solve the XOR problem is given by k(xi, xj) = (1 + xi Txj) p . What is the smallest positive integer p for which the XOR problem is solved? Show the kernel and XOR Problem solution using SVM.
True/ False: Boosting can combine the strength of several classification procedures (e.g., logistic, LDA, SVM) to...
True/ False: Boosting can combine the strength of several classification procedures (e.g., logistic, LDA, SVM) to create a linearly weighted sum classifier.
If sampling without replacement can n>Nn>N? In other words, can the sample size be greater than the...
If sampling without replacement can n>Nn>N? In other words, can the sample size be greater than the population size? (When n=Nn=N the sample is called a “census”.) If sampling with replacement can n>Nn>N?
how you can represent a chemical reaction using a system of linear equations.
how you can represent a chemical reaction using a system of linear equations.
You are plotting the visualization for different values of C (Penalty parameter) in SVM algorithm. In...
You are plotting the visualization for different values of C (Penalty parameter) in SVM algorithm. In that case, which of the following option best explains the C values for the images below (1,2,3 left to right, so C values are C1 for image1, C2 for image2 and C3 for image3 ) in case of rbf kernel. A) C1 = C2 = C3 B) C1 > C2 > C3 C) C1 < C2 < C3 D) None of these
Can you write out all the steps on how to solve for X for the following...
Can you write out all the steps on how to solve for X for the following problem. Please do not skip any steps, even if they are simple: 7.9x10^-9 = 4x^3 + .025x (see left) this is the question....solve for x. I'm having issues understanding how to combine x cubed and x with the addition.
how can you counter the problem of heteroscedasticity in factorial designs?
how can you counter the problem of heteroscedasticity in factorial designs?
Imagine you are trying to make a ramp to move your trash cans. The 1830-NN trash...
Imagine you are trying to make a ramp to move your trash cans. The 1830-NN trash cans travels with velocity of 1.8 m/sm/s at the top of a ramp which slopes downward at 22.0∘∘. The ramp applies a 515-NN kinetic friction force on each trash can, consider that the maximum static friction force would also be this number. Each trash can can compress a spring at the bottom of the ramp and will stop after traveling 5.0 mm along the...
You find that it takes a horizontal force of 167 NN to slide a box along...
You find that it takes a horizontal force of 167 NN to slide a box along the surface of a level floor at constant speed. The coefficient of static friction is 0.51, and the coefficient of kinetic friction is 0.38.If you place the box on a dolly of mass 5.9 kgkg and with coefficient of rolling friction 1.6×10−2, what horizontal acceleration would that 167 NN force provide?
Computer Networking Question Can someone explain what the Dumb Proxy problem is and how can you...
Computer Networking Question Can someone explain what the Dumb Proxy problem is and how can you fix it?
ADVERTISEMENT
Need Online Homework Help?

Get Answers For Free
Most questions answered within 1 hours.

Ask a Question
ADVERTISEMENT