Using boosting with 1,000 trees on the Hitters data set, after removing observations with unknown salary information and log-transforming salaries, results in a test set MSE (Mean Squared Error) value.
1. Remove observations with unknown salary information from the Hitters data set.
2. Log-transform the remaining salaries.
3. Create a training set with the first 200 observations and a test set with the remaining observations.
4. Apply the boosting algorithm on the training set, using 1,000 trees as the parameter.
5. Evaluate the performance of the boosting model on the test set by calculating the Mean Squared Error (MSE). The test set MSE will give you an indication of the model's accuracy in predicting salary based on the provided data.
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find the area of the following figure. the triangular ends are congruent.
The area of the figure which consists of two congruent triangles and a rectangle is calculated as: 52 cm².
How to Find the Area of a Composite Figure?In the diagram given above, we see a composite figure consisting of two triangles that are congruent, and a rectangle, therefore:
Area of the figure = area of the two triangles + area of rectangle.
The Area of the two triangles:
base = 8 cm²
height = 4.5 cm²
Area of the two triangles = 2(1/2 * base * height) = base * height
Area = 8 * 4.5 = 36 cm²
Area of rectangle = length * width = 4 * 4
= 16 cm²
Total area = 36 + 16 = 52 cm²
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find a polynomial function of lowest degree with rational coefficients that has the given numbers as some of its zeros.
In a polynomial function of the lowest degree with rational coefficients that have the given numbers as some of its zeros, we can use the fact that if a number "a" is a zero of a polynomial function, then (x-a) is a factor of the function.
Therefore, we can start by multiplying together (x-a) for each given zero, and then simplify the resulting expression to get the polynomial function in standard form with rational coefficients.
For example, if the given zeros are 2, -1, and 1/2, we would start by multiplying (x-2)(x+1)(x-1/2), which gives:
(x-2)(x+1)(2x-1)
Expanding this expression, we get:
2x^3 - 3x^2 - 5x + 2
This is a polynomial function of degree 3 (highest exponent is 3) with rational coefficients (all coefficients are integers or fractions). Note that this is the lowest degree possible for a polynomial with these zeros, since there are three distinct zeros.
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polygon ABCDE is on a coordinate plane with point A at 2, 4 and point B at 4, 3 and point C at 3, 2 and point D at 1, 2 and point E at 0, 3 Polygon ABCDE is the first in a pattern for a high school art project. The polygon is transformed so that the image of A′ is at (−2, 4) and the image of D′ is at (−1, 2). Which transformation can be used to show that ABCDE and its image are congruent?
Answer: When a polygon is transformed so that the image of A′ is at (−2, 4) and the image of D′ is at (−1, 2), it means that the image of the polygon is congruent to the original polygon and has undergone a transformation of a horizontal reflection.
A horizontal reflection is a transformation in which the shape is reflected over the x-axis, resulting in a mirror image of the shape with the same size and orientation but reflected horizontally. In this case, the image of the polygon is congruent to the original polygon and has undergone a horizontal reflection with a horizontal translation of 3 units to the left.
The transformation can be described as a composition of the horizontal reflection over the x-axis and a translation of -3 units horizontally.
Step-by-step explanation:
What do you think your favorite way of solving an equation will be and why?
(graphing, substitution, elimination)
Answer:
Elimination
Step-by-step explanation:
Elimination is a process which involves complete removal of one of the variables in a given equation, so as to first determine the value of the other variable.
For example in solving a simultaneous equation, applying the elimination method is easily understood, straight forward and simple to use. Once the logic behind the process is well understood and followed, errors can easily be avoided.
Therefore my favorite way of solving an equation would be by applying the elimination method because it is easy and direct to apply.
An equivalent form of $f$ is given as $f\left(x\right)=x\left(x-2\right)\left(x-a\right)$ , where $a$ is a constant. What is the value of $a$ $?$
The value of a is given by the third root of the function.
How to obtain the value of a?The function for this problem is defined as follows:
f(x) = x(x - 2)(x - a).
According to the Factor Theorem, the function is defined as a product of it's linear factors, hence the roots of the function are given as follows:
x = 0.x - 2 = 0 -> x = 2.x - a = 0 -> x = a.Hence the value of a is the third root of the function, which is the value on the graph at which the function crosses the x-axis along with x = 0 and x = 2.
Missing InformationThe problem is incomplete, hence the general procedure to obtain the value of a is presented.
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select all expressions equivelint to 12 +30y
70 points
The parent function, f(x) = 5x has been vertically co
, shinted to the right three units and
down two unks.
Choose the correct function to reore
0 900 = 58h-2
P ao0-E)s -2
2 g00 - g8h -2
° g00 = 55r3 -2
The correct function to represent the transformation of the parent function f(x) = 5x after it has been vertically shifted down two units and horizontally shifted to the right three units is g(x) = 5(x-3)-2.
The horizontal shift of three units to the right is represented by the subtraction of three from the x value inside the parentheses, while the vertical shift of two units down is represented by the subtraction of two from the output value of the function. The parent function f(x) = 5x is a linear function with a slope of 5 and a y-intercept of 0.
The transformation of the function g(x) does not change the slope or y-intercept of the parent function but shifts it horizontally and vertically on the coordinate plane. Answering this question requires more than 100 words.
The parent function, f(x) = 5x, has been vertically shifted to the right three units and down two units. To represent this transformation, we can modify the original function as follows:
g(x) = 5(x - 3) - 2
This new function, g(x), is the correct representation of the parent function after the specified shifts. The original function, f(x) = 5x, has been transformed by shifting its graph horizontally to the right by three units and vertically downwards by two units.
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find the slope of the line
x-intercept is twice as y-intercept
Answer:
-1/2
Step-by-step explanation:
It mentions that the x-intercept is equal to twice the y-intercept.
=============================================================
Let :
⇒ x-intercept = (2a, 0)
⇒ y-intercept = (0, a)
==============================================================
Slope formula :
m = y₂ - y₁ / x₂ - x₁
=============================================================
Solving :
⇒ m = a - 0 / 0 - 2a
⇒ m = a / -2a
⇒ m = -1/2
how many ways can you arrange SONG
Song= sngo, sogn, gnso, gosn, gnos, snog, 6 ways ?
===========================================================
Explanation:
We have four blank slots to fill. Call them slot A,B,C,D. There are 4 letters to pick from when filling slot A. After that selection is made, there are 3 letters left for slot B. This process keeps going til you count down to 1.
Multiplying those values out gives 4*3*2*1 = 24
-----------
Extra info:
This concept is given factorial notation of an exclamation mark, so you'd write 4! = 4*3*2*1 = 24 or simply 4! = 24.
Another example of factorial notation is 7! = 7*6*5*4*3*2*1. We start with 7 and count our way down til we get to 1, multiplying all along the way.
You could also use the nPr permutation formula \(_nP_r = \frac{n!}{(n-r)!}\) though that isn't necessary in my opinion since it involves factorials which we already used above. If you use the permutation formula, then you would have n = 4 and r = 4. The n refers to the number of items you are arranging and r = 4 is the number of slots you are filling.
It turns out that \(_nP_r = \frac{n!}{(n-r)!} = n!\) when r = n.
You can think of it in a smaller chunk. If we fix S to be the first letter, then we have O,N,G to rearrange. There are 6 ways to do this as shown
ONGOGNNOGNGOGONGNOBasically showing that 3! = 6. We have 4 different ways to have the first letter be selected, so we have 4*6 = 24 permutations of SONG.
A company claims that the mean weight per apple they ship is 120 grams with a standard deviation of 12 grams. Data generated from a sample of 49 apples randomly selected from a shipment indicated a mean weight of 122. 5 grams per apple. Calculate and interpret a 95% confidence interval for the mean weight per apple.
The apple mean weight's 95% confidence interval is;
CI = (119.14, 125.86) (119.14, 125.86)
The confidence interval above should be understood as;
We have a 95% confidence that each apple's average weight, across all of the apples they send, falls between 119.14 and 125.86 grams.
Ours is given;
12 for the standard deviation.
Sample size: 49; n
x = 122.5 is the indicated mean weight.
The current confidence interval formula is;
CI = x⁻ ± z(σ/√n)
Tables indicate that z = 1.96 at a 95% confidence level.
Thus;
CI = 122.5 ± 1.96(12/√49)
CI = 122.5 ± 3.36
CI = (122.5 - 3.36), (122.5 + 3.36)
CI = (119.14, 125.86)
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which of the following functions has an amplitude of 3 and a phase shift of π/2? a) f(x) = -3 cos(2x - π) + 4. b) g(x) = 3cos(2x + π) -1. c) h(x) = 3 cos (2x - π/2) + 3. d) j(x) = -2cos(2x + π/2) + 3
The function with an amplitude of 3 and a phase shift of π/2 is h(x) = 3 cos (2x - π/2) + 3.
The amplitude of a function is the distance between the maximum and minimum values of the function, divided by 2. The phase shift of a function is the horizontal shift of the function from the standard position,
(y = cos(x) or y = sin(x)).
To find the function with an amplitude of 3 and a phase shift of π/2, we need to look for a function that has a coefficient of 3 on the cosine term and a horizontal shift of π/2.
Looking at the given options, we can eliminate option a) because it has a coefficient of -3 on the cosine term, which means that its amplitude is 3 but it is inverted.
Option b) has a coefficient of 3 on the cosine term but it has a phase shift of -π/2, which means it is shifted to the left instead of to the right. Option d) has a phase shift of π/2, but it has a coefficient of -2 on the cosine term, which means its amplitude is 2 and not 3.
A*cos(B( x - C)) + D
Where A is the amplitude, B affects the period, C is the phase shift, and D is the vertical shift.
f(x) = -3 cos(2x - π) + 4
Amplitude: |-3| = 3
Phase shift: π (not π/2) b) g(x) = 3cos(2x + π) -1
Amplitude: |3| = 3
Phase shift: -π (not π/2) c) h(x) = 3 cos (2x - π/2) + 3
Amplitude: |3| = 3
Phase shift: π/2 d) j(x) = -2cos(2x + π/2) + 3200
Amplitude: |-2| = 2 (not 3)
Phase shift: -π/2
Therefore, the only option left is c) h(x) = 3 cos (2x - π/2) + 3. This function has a coefficient of 3 on the cosine term and a horizontal shift of π/2, which means it has an amplitude of 3 and a phase shift of π/2.
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Multiply.
(22 - 3)(32 + 2x-1)
A. GA – 5x -87 + 3x
OB. 6/4 + 5x2-87 + 3x
C. 5x4 - 5x2 - 7x2-3x
D. 6x4 - 5x2-82-3x
If h(x) = -2x - 10find h(-4)
-2
-18
-3
-16
Answer:
-2
Step-by-step explanation:
Which expressions are equivalent to (1/3 x + 2x - 5/3x) - ( - 1/3x + 5)?
Select all correct expressions
O x - 5
O 4x - 5 - 3x
O 5 - x
O -4x + 5 + 3x
Answer: Options 1 and 2
Step-by-step explanation:
\(\frac{1}{3}x+2x-\frac{5}{3}x+\frac{1}{3}x-5\\\\=x-5\\\\=4x-5-3x\)
a rectangular garden measures 15 m long and 13.70 m wide. what is the length of a diagonal from one corner of the garden to the opposite corner?
The length of a diagonal from one corner of the garden to the opposite corner is equal to the square root of the sum of the squares of the lengths of the sides of the garden. So, the length of the diagonal is about 20.2 meters.
Here's the solution:
Let d be the length of the diagonal.
We know that the length of the garden is 15 m and the width of the garden is 13.70 m.
We can use the Pythagorean theorem to find the length of the diagonal:
d^2 = 15^2 + 13.70^2
d = sqrt(15^2 + 13.70^2)
d = sqrt(225 + 187.69)
d = sqrt(412.69)
d = 20.2 m (rounded to the nearest tenth)
Histogram Question:
The histogram shows information about the lengths of the videos that an online fashion blogger has uploaded.
Work out an estimate for the fraction of these videos that are between 2 minutes and 3 minutes long.
Give your answer in its simplest form.
The fraction of the video that is greater than two minutes but less than or equal to 3 minutes is the first video which spans 2 minutes 40 seconds and the fraction for that in relation to the total length of vides in seconds is 2/5.
What is the explanation for the above?Note that the total length of videos is 400 seconds. The lenght of video that is greater than two minutes but less than or equal to 3 minutes is 160 seconds.
Thus, we have 160/400.
To simplify 160/400, we can divide both the numerator and denominator by their greatest common factor, which is 40:
160/400
= (160 ÷ 40) / (400 ÷ 40)
= 4/10
We can simplify this further by dividing both the numerator and denominator by their greatest common factor of 2:
4/10
= (4 ÷ 2) / (10 ÷ 2)
= 2/5
Therefore, 160/400 simplified to its lowest terms is equivalent to 2/5.
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I need help!!!!! The question is in the photo btw
Answer:
114 Feet^2
Step-by-step explanation:
Volume is length*width*height
So we can cut our shape into 2 rectanges.
The bottom one will have the dimensions of 6*1*3 which is 18 feet
And the top one will have the dimensions of 8*4*3 which is 96 feet
Add them up, 96+18=114 feet
2x+4y=-20 simplify the equation
Use a numerical solver and euler's method to obtain a four-decimal approximation of the indicated value. first use h = 0.1 and then use h = 0.05. y' = x2 + y2, y(0) = 2; y(0.5)
Euler's method is a numerical approximation technique used to solve ordinary differential equations by dividing the interval into small steps and approximating the solution at each step based on the derivative.
To obtain a four-decimal approximation of the value of y(0.5) using Euler's method, we can follow these steps:
1. First, let's define the function \(y' = x^2 + y^2\) and the initial condition y(0) = 2.
2. Using a numerical solver like Euler's method, we can approximate the value of y at different points.
3. For the first approximation, let's use a step size of h = 0.1. To find the approximation of y(0.5), we need to calculate the values of y at each step using the following formula:
\(y(i + 1) = y(i) + h \left( x(i)^2 + y(i)^2 \right)\)
where i represents the current step and x(i) represents the corresponding x value.
4. Starting with the initial condition y(0) = 2, we can calculate the values of y at each step until we reach x = 0.5. The steps are as follows:
- For i = 0:
y(0) = 2
- For i = 1:
x(1) = 0.1,
\(y(1) = y(0) + 0.1 \times (0^2 + 2^2)\)
- For i = 2:
x(2) = 0.2,
\(y(2) = y(1) + 0.1 \times (0.1^2 + y(1)^2)\)
- Continue this process until we reach x = 0.5.
5. Repeat the above steps with a step size of h = 0.05 to obtain a more accurate approximation of y(0.5).
By following these steps, you should be able to use a numerical solver and Euler's method to obtain a four-decimal approximation of the value of y(0.5) for both h = 0.1 and h = 0.05.
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Find the probability that 10 or fewer people win a free lunch by chance alone.
The probability that 10 or fewer people win a free lunch by chance alone is approximately 0.624 or 62.4%.
The probability that 10 or fewer people win a free lunch by chance alone depends on the total number of people eligible for the free lunch and the probability of winning.
To calculate the probability, we need to know the total number of people eligible for the free lunch and the probability of winning. Let's assume that there are N people eligible for the free lunch, and each person has an equal chance of winning, so the probability of any person winning is 1/N.
Now, let's calculate the probability that 0, 1, 2, ..., 10 people win the free lunch. We can use the binomial distribution formula to calculate this:
P(X ≤ 10) = Σi=0^10 (N choose i) * p^i * (1-p)^(N-i)
Where X is the number of people who win the free lunch, p is the probability of winning (1/N), and (N choose i) is the binomial coefficient.
For example, if there are 100 people eligible for the free lunch, the probability of any person winning is 1/100. The probability that 10 or fewer people win the free lunch is:
P(X ≤ 10) = Σi=0^10 (100 choose i) * (1/100)^i * (99/100)^(100-i) ≈ 0.624
Therefore, the probability that 10 or fewer people win a free lunch by chance alone is approximately 0.624 or 62.4%.
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Define the Euclid algorithm and write it down. Decide whether \( 3^{n+2}=O\left(3^{n}\right) \). Solve the equation in real numbers \[ \left[x^{2}+1\right]=2 \]
The real solutions to the equation are \(x = 1\) and \(x = -1\).
The Euclidean algorithm is a method for finding the greatest common divisor (GCD) of two numbers. It is based on the observation that if \(a\) and \(b\) are two positive integers with \(a > b\), then the GCD of \(a\) and \(b\) is equal to the GCD of \(b\) and \(a \mod b\). This process is repeated until the remainder becomes zero, at which point the GCD is found.
The Euclidean algorithm can be written as follows:
```
function EuclideanAlgorithm(a, b):
while b ≠ 0:
remainder = a mod b
a = b
b = remainder
return a
```
Now, let's analyze the growth of \(3^{n+2}\) compared to \(3^n\) to determine if \(3^{n+2} = O(3^n)\). In this case, we can simplify the expression:
\(3^{n+2} = 3^n \cdot 3^2 = 9 \cdot 3^n\)
Since \(9 \cdot 3^n\) is a constant multiple of \(3^n\), we can conclude that \(3^{n+2}\) is indeed \(O(3^n)\).
Moving on to the equation \([x^2 + 1] = 2\), the brackets represent the floor function. So, we need to find the real numbers \(x\) whose square plus 1 is equal to 2. Solving this equation, we have:
\(x^2 + 1 = 2\)
\(x^2 = 1\)
\(x = \pm 1\)
Therefore, the real solutions to the equation are \(x = 1\) and \(x = -1\).
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could someone help with this
∠1 = 26°
∠2 = 154°
∠3 = 26°
∠4 = 26°
∠5 = 154°
∠6 = 154°
∠7 = 26°
Step-by-step explanation:
So, we have two parallel lines cut by a transversal (C).
Vertical angles are always equal.
∠2 = 154° (vertical angles)
Linear pair make up 180°.
∠1 = 180° - 154° = 26° (linear pair)
∠1 = ∠3 = 26° (vertical angles)
Corresponding angles are always equal.
∠5 = 154° (corresponding angles)
∠5 = ∠6 = 154° (vertical angles)
Alternate Interior angles are always equal.
∠3 = ∠4 = 26° (alternate interior angles)
∠4 = ∠7 = 26° (vertical angles)
A scale drawing of Corinne's bedroom floor is shown
below. All given dimensions are in feet, and all
intersecting line segments shown are perpendicular.
Corinne wants to completely cover the floor with
square hardwood tiles. Each tile has a side length of
1 foot, and no tiles will be cut. How many tiles will
Corinne need to cover the floor?
Corinne will need 15 square hardwood tiles to completely cover her bedroom floor.
What is area of square?
Area of a square is (side × side) square unit.
Here to cover the entire floor, we need to determine how many square tiles with 1-foot side length can fit into the floor area.
The area of Corinne's bedroom floor is:
Area = length × breadth = 5 feet × 3 feet = 15 square feet
Each square tile has an area of area of one tile = side × side = 1 foot × 1 foot = 1 square foot.
So, the number of tiles required to cover the floor is number of tiles = Total area / Area of one tile
Number of tiles = 15 square feet / 1 square foot.
Number of tiles = 15
Therefore, Corinne will need 15 square hardwood tiles to completely cover her bedroom floor.
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Correct question is "A scale drawing of Corinne's bedroom floor whose length is 5 feet and breadth is 3 feet. All given dimensions are in feet, and all
intersecting line segments shown are perpendicular.Corinne wants to completely cover the floor with square hardwood tiles. Each tile has a side length of
1 foot, and no tiles will be cut. How many tiles will Corinne need to cover the floor?"
The highest temperature on a winter day in New York City was 11°C. The lowest temperature on the same day in the same city was -8 °C. How much did the temperature drop over the course of the day?
Answer:
29°C
Step-by-step explanation:
Given the following
Highest temperature= 11°C
lowest temperature
Drop in temperature = highest - lowest
Drop in temperature = 18 - ()-11)
Drop in temperature = 18 + 11
Drop in temperature = 29°C
The table below shows data from a survey about the amount of time students spend doing homework each week. The students were either in college or in high school:
High Low Q1 Q3 IQR Median Mean σ
College 20 6 8 18 10 14 13.3 5.2
High School 20 3 5.5 16 10.5 11 11 5.4
Which of the choices below best describes how to measure the spread of this data? (2 points)
Both spreads are best described with the standard deviation.
Both spreads are best described with the IQR.
The college spread is best described by the standard deviation. The high school spread is best described by the IQR.
The college spread is best described by the IQR. The high school spread is best described by the standard deviation.
Answer:
I dont understand
Step-by-step explanation:
You choose a tile at random from a bag containing 4 A’s, 3 B’s, and 5 C’s. You replace the first tile in the bad and then choose again. Find P(B and B)
Answer:
P(B and B) = 1/9
Step-by-step explanation:
There are 4+3+5 = 12 tiles in total
The probability of selecting a B would be 4/12=1/3
When you are replacing a B tile, planning to pick a B tile again, the total tile count doesn't change. Therefore, because the two events are independent, their probabilities are multiplied and so P(B and B) = P(B) * P(B) = 1/3 * 1/3 = 1/9
A. Observations B. An experiment C. An experiment in which D. Systematic observations,
Answer:
B.
Step-by-step explanation:
It's an experiment Hope it helped you brainiest plz
Answer:
B. An experiment
Step-by-step explanation:
hope it helps
Given that the measurement is in centimeters, find the circumference of the circle to the nearest tenth. (Use 3.14 for π) The diameter of the circle is 9 centimeters.
The circumference of the circle is 28.3\(cm^2\).
What is circumference?A circle's circumference is the distance spanning its outermost point. Diameter is the measurement from a circle's centre to the outside. The radius of a circle is the separation between its centre and any point on its edge.
Here the given diameter d = 9 cm
Using circumference of circle formula then,
=> Circumference C = \(\pi d\) square unit.
Then,
=> C = 3.14*9 = 28.3\(cm^2\)
Hence the circumference of the circle is 28.3\(cm^2\).
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Han's cell phone plan costs $200 to start. Then there is a $50 charge each month. b. What is the total cost for months?
Answer:
200+(50x) x = months
Step-by-step explanation:
the start up is 200, every month x han has to pay 50
total cost = 200+(50x)
105.3 is what percent of 64?
Answer:
164.53125%
Step-by-step explanation:
105.3 is 164.53100% of 64
Answer:
164.53125%
Step-by-step explanation:
105.3 is what percent of 64?
we solve with a proportion
105.3 : 64 = x : 100
x = 105.3 × 100 ÷ 64
x = 164.53125%