Question: Consider training a single perceptron ( with sign activation function ) to separate data points into two classes C 1 and C 2 . The

Consider training a single perceptron (with sign activation function) to separate data points into two classes C1 and C2. The samples {(-1,1),(1,1),(1,0)} are associated with class C1, and samples {(1,3),(3,2),(-1,-2)} are associate with class C2. The perceptron won't converge (i.e. cannot be trained) when applied to these samples, why?

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Q:

Consider training a single perceptron ( with sign activation function ) to linearly separate data points into two classes C 1 ( shown as 1 ) and C 2 ( shown as - 1 ) . The samples { ( 0 , 1 ) , ( 1 ,...

Q:

Consider training a single perceptron ( with sign activation function ) to linearly separate data points into two classes C 1 ( shown as 1 ) and C 2 ( shown as - 1 ) . The samples { ( 0 , 1 ) , ( 1 ,...

Q:

Consider training a single perceptron ( with sign activation function ) to linearly separate data points into two classes C 1 ( shown as 1 ) and C 2 ( shown as - 1 ) . The samples { ( 0 , 1 ) , ( 1 ,...

Q:

Consider training a single perceptron ( with sign activation function ) to linearly separate data points into two classes C 1 ( shown as 1 ) and C 2 ( shown as - 1 ) . The samples { ( 0 , 1 ) , ( 1 ,...

Q:

Consider training a single perceptron ( with sign activation function ) to linearly separate data points into two classes C 1 ( shown as 1 ) and C 2 ( shown as - 1

Q:

Consider training a single perceptron ( with sign activation function ) to linearly separate data points into two classes C 1 ( shown as 1 ) and C 2 ( shown as - 1

Q:

Consider training a single perceptron ( with sign activation function ) to linearly separate data points into two classes C 1 ( shown as 1 ) and C 2 ( shown as - 1 )

Q:

Question 3 Consider training a single perceptron ( with sign activation function ) to linearly separate data points into two classes C 1 ( shown as 1 ) and C 2 ( shown as - 1

Q:

Q-1. Consider the case of the XOR function in which the two points {(0, 0),(1, 1)} belong to one class, and the other two points {(1, 0),(0, 1)} belong to the other class. Show how you can use the...

Q:

oblem 2) [Python] Perceptron learning in Python: a) Create class NeuralNetwork(): that creates a single neuron, train it, and test it. This class should have the following function: i. def...

Q:

Here are incomplete financial statements for Riedy, Inc. Instructions Calculate the missingamounts. RIEDY, INC. Balance Sheet Liabilities and Stockholders' Equity Liabilities Assets Cash $7,000...

Q:

The following accounts exist in the ledger of Higgins Company: Accounts payable, Accounts receivable, Accumulated depreciation on building, Accumulated depreciation on equipment, Bonds payable,...

Q:

When did China first recognize problems related to the use of opium? late 1 5 0 0 s mid 1 6 0 0 s early 1 7 0 0 s late 1 8 0 0 s

Q:

You need a particular piece of equipment for your production process. An equipment-leasing company has offered to lease the equipment to you for $9,500 per year if you sign a guaranteed 5 -year lease...

Q:

(Appendices) The Bureau of Labor Statistics provides detailed information on unemployment at the national, state, and local level. Go to www.bls.gov/lau/home.htm. See Latest Numbers and answer the...

Q:

(Appendices) Medicaid is a major public assistance program that provides health care to certain low-income individuals and families. Answer the following questions with respect to current Medicaid...

Q:

(Appendices) Jeremy, age 45, is the general manager of five fast-food restaurants. Each restaurant has a delivery service for customers who call in orders. Employees drive company cars to deliver the...