from the given diagram, we can deduce that large nn models are always better than traditional learning algorithms. true/false?

Answers

Answer 1

False. While large neural networks (NNs) can often outperform traditional learning algorithms in certain tasks, this is not always the case.

The performance of a large NN depends on the size of its training dataset, the type of problem it is being used to solve, the amount of data preprocessing and feature engineering that has been done, the size of the network, the type of optimisation algorithm being used, and the quality of the hyperparameters used. There is no single formula or calculation that can be used to determine which type of algorithm will be better than another.

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Related Questions

In a randomly generated list of numbers from 0-6, what is the chance that each number will concur

Answers

In a randomly generated list of numbers from 0 to 6, each number has an equal chance of occurring. Since there are 7 numbers total (0, 1, 2, 3, 4, 5, and 6), the chance of each number occurring is 1/7 or about 14.3%.

A probability simple definition is what?

A probability is a measure of the likelihood of a particular event occurring. It is a value between 0 and 1, with 0 indicating that the event is impossible and 1 indicating that the event is certain to occur. A probability of 0.5, for example, indicates that the event has an equal chance of occurring or not occurring. A probability can be expressed as a fraction, decimal, or percentage.

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find two nonzero vectors perpendicular to 2 in r3 that are not scalar multiples of each other, 2 looks like. 2

Answers

v1 and v2 be two nonzero vectors perpendicular to 2 in R3.

We can calculate the dot product of each vector with 2 to determine if they are perpendicular.

v1•2 = (x1, y1, z1)•(2, 0, 0) = 2x1

v2•2 = (x2, y2, z2)•(2, 0, 0) = 2x2

If 2x1 = 0 and 2x2 = 0, then v1 and v2 are perpendicular to 2. To make sure they are not scalar multiples of each other, we can check that the coordinates of each vector are not all the same. Let's say v1 = (a, b, c) and v2 = (d, e, f). If a≠d, b≠e, and c≠f, then v1 and v2 are not scalar multiples of each other.

For example, let v1 = (1, 2, 3) and v2 = (4, 5, 6). Then v1•2 = 2 and v2•2 = 8, which both equal 0. Therefore, v1 and v2 are perpendicular to 2. Furthermore, since 1≠4, 2≠5, and 3≠6, v1 and v2 are not scalar multiples of each other.

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ron ate 2/5 of a pie, carolyn ate 3/10 of the same pie. how much of the pie is left

Answers

Answer: 3/10

Hope this helps :)

Step-by-step explanation:

2/5= 4/10

4/10 + 3/10= 7/10

3/10 of the pie is left

Suppose it takes 6.4 pounds of seed to completely plant one acre of land. Boris has 18.5 acres of land. Find the amount of seed he needs.

Answers

Answer:

1.2 Acres

Step-by-step explanation:

118.4 because since 6.4 is needed for each arch and there’s 18.5 you just multiply 6.4 and 18.5 so the answer is 118.4 seeds

What are the domain and range of the following function: (3, 5), (-2, 4), (6, 1), (8, 7)?

Answers

Answer is
Domain: { -2, 3, 6, 8 }
Range: { 1, 4, 5, 7 }

Step by step

Domain is the x or input value, correctly sorted smallest to biggest

Range is the y or output value, correctly sorted smallest to biggest

What equation(s) represent the vertical asymptote(s) of the graph of y = 1/x^2 -4? J) x= -4 and x =4 K) x= -2 and x =2 L) x= 0 only M) x= 2 only N) x= 4 only

Answers

The denominator of the function, n(x), is the place where vertical asymptotes can be located. If the numerator, t(x), is not zero for the same value of x, then the vertical asymptotes can be determined by solving the equation n(x) = 0 where n(x) is the denominator.

How to find the calculation?

Despite not being a part of the function graph, a vertical asymptote is a vertical line that serves as a guide.

It happens at an x-value that is outside the function's domain, therefore the graph can never cross it.

1/x^2 -4

Domain of 1/x² - 4 :

Solution : x < -2 or  -2 < x < 2 or x > 2

Interval Notation ; ( -∝ , -2) ∪ (-2 ,2) ∪ (2 , ∝).

Range of 1 / x² - 4 :

Solution : f(x) ≤ - 1/4 or f(x) > 0

Interval Notation : ( -∝ , - 1/4) ∪ (0,∝)

Axis interception points of 1 / x² - 4 :

y Intercepts : (0 , - 1/4)

Asymptotes of  1 / x² - 4:

Verticals x = -2. x = 2,

Horizontal y = 0

Extreme Points of 1/x² - 4 :

Maximum (0, -1/4).

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which expression is equivalent to 5M-3N when M=3x-2 and N=2x-5
A9x+5
B9x-25
C21x+5
D21x-25

Answers

Answer:

A. 9x+5

Step-by-step explanation:

[tex]5(3x-2)-3(2x-5)\\15x-10-6x+15\\9x+5[/tex]

Congress is debating a proposed law to reduce tax rates. If the current tax rate is r%, then the proposed rate after x years is given by this formula: r/1+1/1+1rRewrite this formula as a simple fraction. Use your formula to calculate the new tax rate after 1 year, 2 years, 5 years, and 15 years. 1 year____2 years____5 years___15 years____
Would tax rates increase or decrease over time? O increase O decrease Congress claims that this law would ultimately cut peoples' tax rates by 75%. Do you believe this claim? Explain.

Answers

The simple fraction is [tex]= \frac{x + 1}{2x + 1}r[/tex]

In math, what is a fraction?

A fraction is a piece of the entire. In mathematics, the number is represented as a quotient, where the numerator and denominator are divided. Both are integers in a straightforward fraction.

                             Whether it is in the numerator or denominator, a complex fraction contains a fraction. The numerator and denominator of a correct fraction are opposite each other.

[tex]= \frac{r}{1 + \frac{1}{\frac{1 + 1/x }{} } }[/tex]

[tex]= 1 + 1/x[/tex]

= x + 1/x  we have

= [tex]\frac{1}{x + 1/x}[/tex]

[tex]= \frac{x}{x + 1}[/tex]

[tex]= 1 + \frac{x}{x + 1}[/tex]

[tex]= \frac{ 2x + 1}{x + 1}[/tex]

r%*x+1/(2x+1)

 [tex]= \frac{x + 1}{2x + 1}r[/tex]

reduce to the appropriate fraction. The denominator was then brought up and the numerator down as I normalized.

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The complete question is -

Congress is debating a proposed law to reduce tax rates. If the current tax rate is r%, then the proposed rate after x years is given by this formula: r 1 1 1 1 x . Rewrite this formula as a simple fraction.

What is 3(4 + x) + 2 x 3 = ?

Answers

May be the answer is 3(x+6)

if y^2-2xy+3x^3=5, then at the point (-1,2) dy/dx =

Answers

Answer:

5

Step-by-step explanation:

To find the derivative of a function at a given point, we need to use the concept of limits and the definition of a derivative. In this case, we are trying to find dy/dx at the point (-1,2) for the given function y^2-2xy+3x^3=5

Since the function is equal to 5, we can assume that y^2-2xy+3x^3-5 =0, then we can find the partial derivative with respect to x and y.

∂/∂x (y^2-2xy+3x^3-5) = -2y + 9x^2

∂/∂y (y^2-2xy+3x^3-5) = 2y - 2x

Now we can substitute the point (-1,2) into the equation,

dy/dx = -2(2) + 9(-1)^2 = -4 + 9 = 5

Therefore, dy/dx at the point (-1,2) is equal to 5

It's important to note that this result is valid only for this specific point, it does not mean that it's the slope of the function in general.

How is a thermometer different than a number line

Answers

Answer:

A thermometer is different than a number line because a thermometer goes from the bottom up with a minimum count. As a number line goes both ways with a pointer indicating where the point stands on either side.

Step-by-step explanation:

Squaroot of p^10 where p>0

Answers

Factor into perfect squares:

√p^10

√p²•p²•p²•p²•p²

Remember, this is equivalent to p^10 because the exponents add when the bases are the same.

Now, we can take the square root of each term by the square root property of multiplication: √a•b = √a•√b

So, because we now how exponents of 2 and we’re taking the square root of each term, the exponents and square roots will cancel, leaving just the bases.

√p²•p²•p²•p²•p²

p•p•p•p•p

Simplify:

p^5 is the answer.

Answer:

p^5

Step-by-step explanation:

p^10/2=p^5

Find approximate values of the solution of the given initial value problem at T=0.1, 0.2, 0.3, and 0.4 using Euler method with h=0.1y'= 0.5-t+2y ; y(o)=1

Answers

A starting value or starting point is what is meant by the term "initial value" (plural "initial value").

What is meant by initial value?The definition of an initial value is accurate: It is a starting value or starting point. When the input value is 0, the initial value of a function is its output. For instance, the starting value would be the amount of money you had on day 0 if your function was to track how much money you made over a specific period of time. A function's initial value is the value it has when x is zero. This corresponds to the y-intercept. The graph reveals that our line crosses the y-axis at the coordinates 0 and 8. When x=0 is entered into an exponential function, the result is the function's initial value. The initial value of the exponential function f(x) = abx f (x) = a b x is a.

Given,

[tex]$y_{n+1}=y_n+h\left(x_n-y_n\right)^2$[/tex]

Since

[tex]$x_0=0, y\left(x_0\right)=0.5$[/tex]

[tex]\frac{h}{x} & =0.1 \\ x & =0.3\end{aligned}$[/tex]

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HELP!!!!! Brainliest!!!

Pic

Answers

The slope of the given linear relationship is 5 (A).

From the question, we have 5 different points that create a linear relationship. To determine the slope of the linear relationship, we can choose 2 random sequence points.

We might choose:

Point 1 = (0,-2)

Point 2 = (1,3)

We can find the slope of the relationship using formula of:

m = y2 - y1

       x2 - x1

m = 3- (-2)

        1 - 0

m =   5

        1

m = 5

To ensure our finding, we can choose another pair of random points, for example:

P1 = (-2, -12)

P2 = (-1, -7)

We can use the slope formula:

m = y2 - y1

       x2 - x1

m = -7 - (-12)

        -1 - (-2)

m = 5

        1

m = 5

Hence, the slop of the linear relationship between all the given points are 5.

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Chris baked 45 cookies. His family are n of them. Using n, write an expression for the number of cookies that remained

Answers

The expression that shows the number of cookies that remained is:

C = 45 - n

How many cookies remained?

We know that Crhis baked a total of 45 cookies, and his family ate n of them.

The number of cookies that remained is equal to the difference between the initial amount, which is 45, and the number of cookies that the family ate, which is n.

(Where a difference refers to a subtraction)

Then the expression for the number of cookies that remained is:

cookies = 45 - n

That is the expression that depends on the value n.

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Determine how many two-digit numbers satisfy the following property: when the number is added to the number obtained by reversing its digits, the sum is $132.$
$\textbf{(A) }5\qquad\textbf{(B) }7\qquad\textbf{(C) }9\qquad\textbf{(D) }11\qquad \textbf{(E) }12$

Answers

132 is the total of all two-digit numbers and their reversal digits. The solution is (C) 9. Nine two-digit numbers, including 21 + 12 = 33, 32 + 23 = 55, 43 + 34 = 77, 54 + 45 = 99, 65 + 56 = 121, 76 + 67 = 143, 87 + 78 = 165, 98 + 89 = 187, and 109 + 901 = 132, meet this characteristic.

132 is the total of all two-digit numbers and their reversal digits. We must look at all potential two-digit numbers and add the number to its reversed digits in order to count the number of two-digit numbers that satisfy this property. The range of the two-digit numbers is 10 to 99. Starting with the number 11, which does not satisfy the stated criteria because 10 + 01 = 11 is not equal to 132. Then, we will look at 11 + 11, which is not equal to 132, and find that it is 22. This method will be repeated until a two-digit number is found that meets the specified attribute. As an illustration, 21 + 12 Equals 33, which is not the same as 132. This technique will be repeated until a two-digit number, such as 65 + 56 = 121, is found that satisfies the property. This operation will be repeated until nine two-digit values, such as 109 + 901 = 132, satisfy the property. As a result, the response is (C) 9.

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Match the following:
Whole Number:
Fraction:
Answer Choices: If the similar figure is smaller than the original then the scale factor is a ______. If the similar figure is larger than the original then the scale factor is a __________

Answers

If the similar figure is smaller than the original then the scale factor is a fraction. If the similar figure is larger than the original then the scale factor is a whole number.

How do scale factors work ?

The scale factor is a ratio that compares the corresponding side lengths of two similar figures. If the similar figure is smaller than the original, the scale factor is a fraction less than 1, for example, 2/3 or 3/4. This means that the corresponding side lengths of the similar figure are 2/3 or 3/4 of the corresponding side lengths of the original figure.

On the other hand, if the similar figure is larger than the original, the scale factor is a whole number greater than 1, for example, 2 or 3.

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consider a grid of points. find the number of squares with all their vertices belonging to the points of this grid.

Answers

The number of squares that can be formed on a grid with n points on one side is (n² - (n-1)²).

The number of squares that can be formed with all their vertices belonging to the points of a grid can be calculated using the formula:

n² - (n-1)²

where n is the number of points on one side of the grid.

This is because there are n² total points on the grid, and each point can be used as a vertex for n-1 squares (when n>1) in the horizontal and vertical directions. However, each of these squares is counted twice, once for each corner point. So we subtract (n-1)² to account for the overcounting.

For example, if there are 4 points on one side of the grid, the number of squares that can be formed is 4² - (4-1)² = 16 - 9 = 7 squares.

In general, the number of squares that can be formed on a grid with n points on one side is (n² - (n-1)²).

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Find the perimeter of the following trapezoid:

Answers

Answer:

17 feet

Step-by-step explanation:

perimeter is the measurement of the border of a shape

2.5 + 6 + 8 + 2.5 = 17

What is the equation of the transformed function, g(x), after the transformations are applied to the graph of
the base function f(x)=√x to obtain the graph of g(x)?
A g(x) +4=√√√x+4
B g(x)=√√x+4 +5
C g(x) +5=√√x+4
D g(x)=√√x+5+4

Answers

Check the picture below, that's just a transformations template

so since we know that f(x) = √x, that means when x = 0, y = 0, so it touches the origin, so f(x) is the graph down below.

now, f(x) has moved to the left by 5 units and up by 4 units, based on the template that means C = 5 and D = 4 whilst B = 1

[tex]g(x)=\stackrel{A}{1}\sqrt{\stackrel{B}{1}x+\stackrel{C}{5}} ~~ +\stackrel{D}{4}\implies g(x)=\sqrt{x+5} ~~ +4[/tex]

use the definition of continuity and the properties of limits to show that the function is continuous at the number a

Answers

Continuity is the formulation of a function that varies with no breaks or jumps. The concepts of limits and continuity have been used to show that the function is continuous at the number a below.

If a graph has no holes asymptotes or breaks at any point then the function is said to be continuous. Or if we can draw the function without lifting our pen then it is called continuous.

The conditions which it should satisfy are,

1)The limit must exist at that point.

2) The function must be defined at that point,  and

3)The limit and the function must have equal values at that point. So,

A function f(x) is said to be continuous at x=a if,

lim f(x) = f(a)

x→a

A function is said to be continuous on the interval [a,b] if it is continuous at each point in the interval.

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three students reported the length of a pencil as 12 cm 12,0 cm and 12,00 cm do all three readings have the same information

Answers

yes three readings have the same information for three students reported the length of a pencil as 12 cm 12,0 cm and 12,00 cm

The precision was good while the accuracy was poor. Precision is defined

as how close measurements are with each other.

We were told the data from the measurement was between 12cm-

12cm which shows how close the measurements are hence having a good precision.

The accuracy is defined as how close a measurement is to the theoretical

or actual value. In this case, the actual value is 12cm which is far from the

values gotten from measurements hence signifying the accuracy was poor.

yes three readings have the same information for three students reported the length of a pencil as 12 cm 12,0 cm and 12,00 cm

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which of the following shows a correct side-by-side bar chart with store location on the horizontal axis and side-by-side bars of the percentage of time spent on each task?

Answers

The resulting bar chart would show that in Store A, the employees spend 30% of their time on stocking, 40% on cashiering, and 30% on cleaning.

To create a side-by-side bar chart for this data, we would first organize the data into a table with store locations as the rows and tasks as the columns. Each cell in the table would contain the percentage of time spent on that task at that store location.

For example, the table might look like this:

                 Stocking Cashiering Cleaning

Store A         30%             40%            30%

Store B        25%             35%            40%

Store C         35%             25%            40%

To create the bar chart, we would then place the store locations on the x-axis and use different colors to represent the different tasks. The length of each bar would correspond to the percentage of time spent on that task at that store location.

The resulting bar chart would show that in Store A, the employees spend 30% of their time on stocking, 40% on cashiering, and 30% on cleaning.

Similarly, the chart will provide an easy visual representation of the time spent on each task at each store location.

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The complete question is -

The management of a retail company wants to analyze the time spent by employees on different tasks at different store locations. The data collected shows the percentage of time spent on tasks such as stocking, cashiering, and cleaning at three store locations: Store A, Store B, and Store C. Create a side-by-side bar chart to represent this data and analyze the results.

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what is the slope through the line of (9, 10) and (7, 2)

Answers

The slope of a line is calculated as the change in the y-coordinates (rise) divided by the change in the x-coordinates (run). Using the coordinates (9, 10) and (7, 2), we can calculate the slope as:

(10 - 2) / (9 - 7) = 8 / 2 = 4

So, the slope through the line of (9, 10) and (7, 2) is 4.

e solid has a triangular base in the x y-plane. the solid has ---select--- in the x z-plane. the solid has ---select--- in the y z-plane. the solid has ---select--- in the plane z

Answers

The triangular base in the xy plane can be described by the equation y = mx + b, where m is the slope of the line and b is the y-intercept.

In the xz plane, the solid has a plane defined by the equation z = f(x). This equation can be derived from the equation of the base by substituting the y values with the corresponding mx + b values. Similarly, in the yz plane, the solid has a plane defined by the equation z = g(y). This equation can be derived from the equation of the base by substituting the x values with the corresponding (y - b)/m values. To calculate the area of the solid, we can use the formula A = 1/2h(b1 + b2), where h is the height of the solid and b1 and b2 are the lengths of the two bases. The area of the solid can then be found by substituting the appropriate values into this formula.

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For the function v (t) = 4t² - 6t + 2, determine the value(s) of t on the closed interval [0, 3] where the value of the derivative is the same as the average rate of change.

Answers

The slope of a secant line or the average rate of change over a relatively brief period of time can be used to approximate the derivative. The closer the interval is to the actual instantaneous rate of change, slope of the tangent line, or slope of the curve, the more accurate the result is.

What is average rate?Average Rate is a single rate that applies to property at many locations and is calculated as the weighted average of the separate rates that are appropriate at each site. Examples of average rates of change include: 80 kilometers per hour is the average speed of a bus. At a pace of 100 each week, a lake's fish population grows. For every 1 volt drop in voltage, the current in an electrical circuit reduces by 0.2 amps.Divide the y-value change by the x-value change to determine the average rate of change. When analyzing changes in observable parameters like average speed or average velocity, finding the average rate of change is extremely helpful.

Therefore,

[tex]& \int_0^6\left|t^2-8 t+12\right| d t \quad \quad \text { Distance traveled over }[a, b] \\[/tex]

[tex]\int_0^2 t^2-8 t+12 d t+-\int_2^6 t^2-8 t+12 d t & \text { distance }=\int_a^b\left|x^{\prime}(t)\right| d t \\[/tex]

[tex]t^2-8 t+12=0[/tex]

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WHAT IS THIS?: Evaluate 4+ (m - n)^4 when m = 7 and n =5.

Answers

Evaluation of 4+ (m - n)^4 when m = 7 and n =5 is -108

What is Foil method?

To combine binomials, utilize the FOIL Method.

An abbreviation is F O I L. First, Outside, Inside, and Last are represented by the letters, denoting the sequence of multiplying terms. For your solution, multiply the first word, an outside term, the inside term, the very last term, and then join like terms.

FOIL specifies the specific terms to multiply and their order.

First - multiply the first terms

Outside - multiply the outside/outer terms

Inside - multiply the inside/inner terms

Last - multiply the last terms

Given;

4+ (m - n)^4

m=7, n=5

Now, the binomial formula of (m - n)^4 by foil method

=m^4-4m^3n+6m^2n^2-4mn^3+n^4

=2401-4(343)(5)+6(49)(25)-4(7)(125)+500

=2401-6860+7350-3500+500

=-109

Therefore, the value of expression by foil method will be -109

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HELP!!!
Ivan must choose a number between 55 and 101 that is a multiple of 4, 10, and 20. Write all the numbers that he could choose. If there is more than one number, separate them with commas.

Answers

Answer:

60, 80, 100

Step-by-step explanation:

What you need to do in this case is find animver between 55 and 101 that has a first number as an even number and the second number as zero

Answer:

60,80,100

Step-by-step explanation:

I don't even know

For this exercise, use the position function s(t) = −4.9t^2 + 160, which gives the height (in meters) of an object that has fallen for t seconds from a height of 160 meters. The velocity at time t = a seconds is given by lim t→a s(a) − s(t) a − t . When will the object hit the ground? At what velocity, v, will the object impact the ground?

Answers

Answer:

5

Step-by-step explanation:

u just know

Simplify. Rewrite the expression in the form x^nx n x, start superscript, n, end superscript. \dfrac{x^{5}}{x^2}= x 2 x 5

Answers

The rewritten expression in the form of xⁿ is x^3

In math, the expression refers the combination of variables, constants and exponents.

Given,

Here we have the expression x^5 / x^2

Now, we have to rewrite this expression into the form of xⁿ.

As per the law of exponents, we have rewrite the given expression as,

=> x^5*x^-2

Now, as per the law of exponent of multiplication, we can write it as,

=> x^5-2

Now, it can be further simplified as,

=> x^3

expression can be with one variable two variable or any number similar concept for constant also that is it can be any number

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TRUE OR FALSE football coach joe ehrmann, who stresses to his team the value of building relationships, loving one another, and accepting love, is enacting a traitorous identity. What does the excerpt reveal about wells view of capitalism and class in the Britain of his day What is the study of cancer known as?. carlos is a healthy but sedentary college student. he weighs 175 pounds. about how many grams of protein should he consume each day? a. 64 grams b. 84 grams c. 55 grams d. 75 grams arturo walks from school to the city library. He walks 4 miles per hour. When Arturo is 0.2 mile from school, Carson leaves school. Carson jogs 6 miles per hour. The system of equations can be used to find when Carson catches up with Arturo. darwins theories were interpreted by social darwinists to indicate that in the cpt manual what code indicates that the main entry applies to all indented entries that follow codeWhat is a semicolon used for in CPT? It signifies that the main entry applies to, and is part of, all indented entries that follow with their codes. Part B? QuestionComplete the statements.The vertex of the equation modeling the bird's flight path is apointThe vertex revealskand is located at the A 3 MW wind turbine was installed in an on-land location where the capacity factor was measured to be 22 percent. YOUR TURN 1. How much electricity will this wind turbine generate in a year? 2. How much revenue would a utility receive if they were paid $0.05/kwh for this electricity? You took a taxi to your house from the airport. The taxi company charges an initial fee of $5 and then $4 per mile. When the ride is over, you end up paying a total fare of $49. How many miles away is your house from the airport? which arterial blood gas (abg) result would the nurse anticipate in a client who develops metabolic alkalosis after profuse vomiting for 2 days? A is the set of integers greater than -9 and less than -2B = {a, i, j, y}(a) Find the cardinalities of A and B.n(A) =n (B) = 4 What factor that contributed to us imperialism in the late nineteenth and early twentieth centuries does this quotation illustrate?. Dye injected into a plant cell might be able to enter an adjacent cell through ..a. Microtubuleb. Microfilamentc. Plasmodesmatad. Tight Junction HELP!! pls this is the last chance each multiwire branch circuit shall be provided with a means that will simultaneously disconnect all ungrounded conductors at the point where the branch circuit originates. t or f During childhood and adolescence, perceived __________ correlates more strongly with overall self-worth than any other self-esteem factor.O athletic competenceO academic competenceO physical appearanceO social competence QUESTION 2You include the quotation "Different strokes for different folks" in your essay without citing it.This is not plagiarism.O TrueO False According to Tom Duncan's IMC model, planning and supervising IMC activities across different functions of a company ultimately leads to ____________. What is called repetition of sounds in a poem?.