Use the Pigeonhole principle to show that there must be a pair i j ≤ d + 1 such that _i and _ j use the same xk and use that fact to derive a contradiction to the requirements from the conjunctions hi ,h j .

1. Show that |Hd con | ≤ 3+1.

2. Conclude that VCdim(H) ≤ log3.

3. Show that Hd con shatters the set of unit vectors {e≤ d}.

4. (**) Show that VCdim(Hd con) ≤ d.

Hint: Assume by contradiction that there exists a set = {c1, . . ., cd+1} that is shattered by Hd con. Let h1, . . .,hd+1 be hypotheses in Hd con that satisfy ∀∈ [+1]hi (c j ) = _ 0 j 1 otherwise For each ∈ [+1], hi (or more accurately, the conjunction that corresponds to hi ) contains some literal _which is false on ci and true on c j for each _= i. Use the Pigeonhole principle to show that there must be a pair <>≤ + 1 such that _and use the same xk and use that fact to derive a contradiction to the requirements from the conjunctions hi ,h j .

find the cost of your paper

Write in essay format not in outline, bulleted, numbered or other list format.  

Write an essay of at least 500 words discussing the reasons for the two new auditing roles in Oracle 12c. Why did Oracle consider them necessary? What problems do they solve?….

Determine an appropriate termination condition (e.g., when cost function is less than a threshold, and/or after a given number of iterations).

 In this problem, we write a program to find the coefficients for a linear regression model for the dataset provided (data2.txt). Assume a linear model: y = w0 + w1*x…..

Explain the 4 ways to authenticate a user and supply an example of each?

Please select 5 questions to answer out of the 10 Provided.  Please submit a word file with your answers.  . Explain what Information Security is? 2. Explain the security triad?….