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Art [367]
3 years ago
5

Show that for a linearly separable dataset, the maximum likelihood solution for the logisitic regression model is obtained by fi

nding a weight vector w whose decision boundary wx.

Engineering
1 answer:
KATRIN_1 [288]3 years ago
8 0

Answer:

Answer for the question:

"Show that for a linearly separable dataset, the maximum likelihood solution for the logisitic regression model is obtained by finding a weight vector w whose decision boundary wx. "

is explained in the attachment.

Explanation:

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The goal of a command enconomy is to
Svetllana [295]

Answer:

manage country economies in which is help responsible by a government in place.

Explanation:

5 0
3 years ago
A distillation column at 101 kPa is used to separate 350 kmol/h of a bubble point mixture of toluene and benzene into an overhea
AURORKA [14]

Answer:

A)

  D = 158.42 kmol/h

  B =  191.578 kmol/h

B) Rmin = 1.3095

Explanation:

<u>a) Determine the distillate and bottoms flow rates ( D and B ) </u>

F = D + B ----- ( 1 )

<em>Given data :</em>

F = 350 kmol/j

Xf = 0.45 mole

yD ( distillate comp ) = 0.97

yB ( bottom comp ) = 0.02

back to equation 1

350(0.45) = 0.97 D + 0.02 B  ----- ( 2 )

where; B = F - D

Equation 2 becomes

350( 0.45 ) = 0.97 D + 0.02 ( 350 - D )  ------ 3

solving equation 3

D = 158.42 kmol/h

resolving equation 2

B = 191.578 kmol/h

<u>B) Determine the minimum reflux ratio Rmin</u>

The minimum reflux ratio occurs when the enriching line meets the q line in the VLE curve

first we calculate the value of the enriching line

Y =( Rm / R + 1 m ) x   +  ( 0.97 / Rm + 1 )

q - line ;  y =  ( 9 / 9-1 ) x -  xf/9-1

therefore ; x = 0.45

Finally Rmin

=  (( 0.97 / (Rm + 1 ))  = 0.42

0.42 ( Rm + 1 ) = 0.97

∴ Rmin = 1.3095

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8 0
3 years ago
In this problem, we will explore how deepening the pipeline affects performance in two ways: faster clock cycle and increased st
Nataliya [291]

Answer:

a) the speed up is 1.45

b) the speed up is 1.42

Explanation:

Given

5 stage pipeline = 1 ns clock cycle

12 stage pipeline = 0.6 ns clock cycle

a) The speed up is

speed-upx_{pipeline} =\frac{CPI_{unpipelined} }{CPI_{pipelined} } (\frac{cycle-time_{unpipelined} }{cycle-time_{pipelined} } ) (eq. 1)

The CPIpipelined is

CPI_{pipelined} =CPI_{ideal} +average-stall-cycle/instructions (eq. 2)

The execution time is

execution-time=instruction*CPI_{pipelined} *cycle-time_{unpipelined} (eq. 3)

The CPI for 5-stage pipeline is

CPI = 6/5

cycle time = 1 s

The CPI for 12-stage pipeline is

CPI = 11/8

cycle time = 0.6 s

Replacing values in equation 1

speed-up_{pipeline} =\frac{I*\frac{6}{5}*1 }{I*\frac{11}{8}*0.6 } =\frac{1.2}{1.375*0.6} =1.45

b) The equation for CPI instruction in 5-stage is

CPI_{5} =CPI_{time} +instructions-of-5-stage*cycletime*number-of-cycles=\frac{6}{5} +(\frac{20}{100} )*0.05*2=1.22

For CPI instruction in 12-stage is

CPI_{12} =\frac{11}{8} +(\frac{20}{100} )*0.05*5=1.43

The speed up is using the equation 1

speed-up=\frac{1*1.22*1}{1*1.43*0.6} =1.42

3 0
3 years ago
Sarah is a site investigator for a large construction firm. She is considering Miguel, a former geology student with experience
DerKrebs [107]

Answer: A. whether his geology studies exposed him to principles of geotechnical engineering

Explanation:

The options include:

a. whether his geology studies exposed him to principles of geotechnical engineering

b. the size of the geology program he attended

c. the size of the architecture firm

d. whether the architecture firm was intending to offer Miguel a full-time position

Since Miguel, is a former geology student with experience as an intern at an architecture firm, and Sarah is considering him for an assistant site investigation position, the option that will be relevant for her to make a decision is to know whether his geology studies exposed him to principles of geotechnical engineering.

Geotechnical engineering, is a branch of engineering that makes use of principles of rock mechanics to solve engineering challenges. Since Sarah needs him for an assistant site investigation position, he'll need to investigate souls, rocks and evaluate them.

7 0
3 years ago
A forced-air heating system uses a system of ____ air ducts to deliver warm air to the conditioned spaces.
Minchanka [31]
Answer: A forced-air heating system uses a system of (supply) air ducts to deliver warm air to the conditioned spaces.
4 0
3 years ago
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