Choose one that is least likely to help reduce overfitting in neural network: A. Dropout B. Batch Normalization C. Momentum D. L2 Regularization
Answers
Momentum is the one that is least likely to help reduce overfitting in the neural network.
Explanation:
What is Momentum?
Momentum is a machine-learning optimization algorithm that improves the convergence of stochastic gradient descent. It works by accumulating the gradient over time and using this information to update the weights of the neural network. This results in faster convergence and can help the neural network avoid getting stuck in local minima.
L2 regularization
L2 regularization is a machine learning technique that adds a penalty term to the loss function of the neural network. This penalty term is proportional to the square of the weights of the network, and it encourages the weights to be small, which can help prevent overfitting.
Batch normalization
Batch normalization is a machine learning technique that is used to improve the performance of deep neural networks. It works by normalizing the input to each layer of the network to have a zero mean and unit variance. This can help prevent the output of one layer from becoming too large or too small, which can cause problems in the subsequent layers.
Dropout
Dropout is a machine learning technique that randomly drops out some of the neurons in a neural network during training. This helps prevent overfitting by forcing the network to learn multiple independent representations of the data.
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Related Questions
Nico needs to change the font and color of his worksheet at once. Use the drop-down menu to determine what he should do.
First, he should select all of the worksheet at once by clicking the
.
Then, he should right-click the
to change the font of the whole worksheet at once.
Release the cursor and select the
to change the color of the font.
Release the cursor and both font and color should be changed.
Answers
Answer:
he should click the top left corner of the worksheet
he should right click the font-drop down choices
release the cursor and select the color-drop down choices
Explanation:
I just did this
The things that Nico needs to do include the following:
He should click the top left corner of the worksheet.He should right-click the font-drop down choices.He should release the cursor and select the color.It should be noted that fonts and colors are used in order to make one's work more pleasing to the eyes. Therefore, the steps that are illustrated above are important for Nico to change the font and color of his worksheet at once.
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As a principal engineer at Borneo Cloud Services, you have the task of deciding which Flash storage device(s) the company should use in its next generation servers. Consider Borneo's two main workloads A and B, described below. Assume the table shows the numbers for each workload running on one single server that has a single Flash device. Workload #Writes/day #Reads/day Write I/O size Read I/O size (KiB) (KiB) 16 4 A B 1,500,000,000 15,000,000 10,000,000,000 800,000,000,000 64 4 Servers remain in Borneo's datacenters for 3 years before being decommissioned. Consider the following information about SLC, MLC, TLC, and QLC Flash devices. For simplicity, assume a sequential Flash read and write pattern for workloads A and B. Device NAND technology Cost per GB Page size (bytes) Pages per block Device capacity (GB) A 512 Erase/write cycles per block 1,000,000 20,000 10,000 1.000 100 SLC MLC MLC TLC QLC B C $0.75 $0.25 $0.10 $0.03 $0.01 4096 4096 4096 4096 512 1024 512 1024 64 1000 1500 1500 2000 2500 D E Note: We define erase/write cycles for a block as the number of over-writes (write then erase and write again) that a block can handle. It means the first write to a block is not an over-write and 1000 should not be counted as a cycle. Assume 1 KiB = 1024 Bytes. Device capacity uses 1GB MB = 106 KB = 109 Bytes. Assume 365 days per year. Which Flash storage device will you recommend for Workload A and for Workload B, respectively? Hint: first check what device(s) have enough erase/write cycles per block to satisfy each workload's requirements.
Answers
For Workload A, using an SLC (Single-Level Cell) Flash device due to its higher erase/write cycles per block, which can handle the workload's write-intensive nature.
For Workload B, using a QLC (Quad-Level Cell) Flash device due to its lower cost per GB and larger device capacity, which can accommodate the workload's high volume of reads and larger data size.
Workload A has a high number of writes per day, and SLC Flash devices have a higher number of erase/write cycles per block (1,000,000) compared to MLC, TLC, and QLC devices. This makes SLC devices more suitable for write-intensive workloads.
Workload B has a high number of reads per day and a large data size. QLC Flash devices have a lower cost per GB, larger device capacity, and sufficient erase/write cycles per block (1,000) to handle the workload's requirements, making them a cost-effective choice for read-intensive workloads with large data sizes.
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Consider the following class definitions.
public class A
{
private int al;
public void methodA()
{
methodB(); // Statement I
}
}
public class B extends A
{
public void methodB()
{
methodaA(); // Statement II
al = 0; // Statement III
}
}
Which of the labeled statements in the methods shown above will cause a compile-time error?
I only
I only
A
III only
III only
B
I and II
I and II
C
I and III
I and III
D
II and III
II and III
E
Answers
The statement which will cause a compile-time error in the given class definitions is "II only". Hence, option A is correct.Explanation:The given classes are used to test the hierarchical inheritance concept in Java programming language.
The class B is a subclass of class A and it inherits the methods of class A including methodA().The methodA() in class A calls the methodB() of the same class A. Whereas, the methodB() of class B calls the methodA() of class A.The methodB() of class B also contains two other statements labeled as statement II and statement III. In statement II, it tries to call the methodA() again, which may cause infinite recursion.
Whereas, in statement III, it initializes the value of a private integer field "al" to 0.However, the given statement II in the methodB() of class B, "methodaA()" is not spelled correctly, it should be "methodA()". Hence, the statement II will cause a compile-time error. Thus, option A is correct.
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Please i need this asapppppp a formula =a1+b2 is in cell d8. if you copy that formula to cell d9, what is the new formula in cell d9?
Answers
When you copy the formula =a1+b2 from cell D8 to cell D9, the new formula in cell D9 will automatically adjust to reflect the relative cell references. The new formula in cell D9 will be =a2+b3.
In spreadsheets, when you copy a formula to a new cell, the formula adjusts its cell references based on the relative position of the new cell. In this case, the original formula in cell D8 is =a1+b2. The formula contains cell references A1 and B2.
When you copy this formula to cell D9, the formula will adjust the cell references accordingly. The formula will increment the row numbers by 1 for each reference. Therefore, the new formula in cell D9 will become =a2+b3. This adjustment ensures that the formula continues to calculate the sum of the values in the corresponding cells relative to its new position.
By automatically adjusting the cell references, spreadsheets allow you to easily apply the same formula to multiple cells without having to manually edit each one. This feature saves time and simplifies the process of working with formulas in large datasets.
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while t >= 1 for i 2:length(t) =
T_ppc (i) (T water T cork (i- = - 1)) (exp (cst_1*t)) + T cork (i-1);
T cork (i) (T_ppc (i) - T pet (i- = 1)) (exp (cst_2*t)) + T_pet (i-1);
T_pet (i) (T cork (i)
=
T_air) (exp (cst_3*t)) + T_air;
end
T final ppc = T_ppc (t);
disp (newline + "The temperature of the water at + num2str(t) + "seconds is:" + newline + T_final_ppc + " Kelvin" + newline + "or" + newline +num2str(T_final_ppc-273) + degrees Celsius" + newline newline);
ansl = input (prompt, 's');
switch ansl case 'Yes', 'yes'} Z = input (IntroText); continue case {'No', 'no'} break otherwise error ('Please type "Yes" or "No"')
end
end
Answers
The given code describes a temperature change model that predicts the final temperature of water based on various input parameters such as the temperatures of cork, pet, and air.
It appears that you are providing a code snippet written in MATLAB or a similar programming language. The code seems to involve a temperature calculation involving variables such as T_ppc, T_water, T_cork, T_pet, and T_air. The calculations involve exponential functions and iterative updates based on previous values.
The model uses a set of equations to calculate the temperature changes for each component.
The equations used in the model are as follows:
T_ppc(i) = (T_water – T_cork(i-1)) * (exp(cst_1 * t)) + T_cork(i-1)T_cork(i) = (T_ppc(i) – T_pet(i-1)) * (exp(cst_2 * t)) + T_pet(i-1)T_pet(i) = (T_cork(i) – T_air) * (exp(cst_3 * t)) + T_airThese equations are implemented within a for loop, where the input variables t, T_water, T_cork, T_pet, cst_1, cst_2, cst_3 are provided, and the output variable T_final_ppc represents the final temperature of the water after the temperature change.
Additionally, the code includes a prompt that allows the user to enter "Yes" or "No." Choosing "Yes" continues the execution of the code, while selecting "No" stops the code.
Overall, the code simulates and predicts the temperature changes of water based on the given inputs and equations, and offers the option to continue or terminate the execution based on user input.
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a(n) ____________________ printer has its own nic.
Answers
A network printer has its own NIC (network interface card). A NIC is an essential component of any device that needs to communicate over a network. It enables the printer to connect to the network and communicate with other devices on the same network.
The NIC in a network printer is designed to handle the specific requirements of printing over a network, such as managing print jobs and receiving print requests from multiple devices simultaneously.
Network printers can be connected to a wired or wireless network, depending on the type of NIC they have. Wired network printers are connected directly to a router or switch using an Ethernet cable, while wireless network printers connect to the network through Wi-Fi. Once the printer is connected to the network, users can send print jobs from their computers or mobile devices to the printer without having to physically connect to it.
Having its own NIC allows a network printer to be easily shared among multiple users, making it an ideal solution for small businesses or households with multiple devices. It also makes it possible to centrally manage and monitor print jobs, ensuring that printing is done efficiently and without interruption.
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A Glam Event Company has hired you to create a database to store information about the parks of their event. Based on the following requirements, you need to design an ER/EER Diagram.
The park has a number of locations throughout the city. Each location has a location ID, and Address, a description and a maximum capacity.
Each location has different areas, for example, picnic areas, football fields, etc. Each area has an area ID, a type, a description and a size. Each Area is managed by one location.
Events are held at the park, and the park tracks the Event ID, the event name, description where the event is being held. One event can be held across multiple areas and each area able to accept many events.
There are three different types of events, Sporting Events, which have the name of the team competing, Performances, which have the name of the performer, and the duration. Each performance can have multiple performers, and Conferences, which have a sponsoring organization.
The park also wishes to track information about visitors to the park. They assign each visitor a visitor ID, and store their name, date of birth and registration date. A visitor can visit many locations and each location can be visited by many visitors. They also record information about the locations visited by each visitor, and the date/time of each visit.
Answers
We can deduce here that based on the requirements provided, we can design an ER/EER Diagram for the database of the park's event. Here's an example of how the entities and their relationships can be represented:
| Location |
+-----------------+
| LocationID (PK) |
| Address |
| Description |
| MaxCapacity |
+-----------------+
What the diagram is all about?This diagram illustrates the relationships between the entities:
A Location can have multiple Areas, while an Area is managed by only one Location.An Event is held at a specific Location and can be held across multiple Areas.Sporting Events, Performances, and Conferences are specific types of Events with their respective attributes.Performances can have multiple Performers associated with them.Visitors are assigned a unique VisitorID and can visit multiple Locations. Each Location can be visited by multiple Visitors.Visits are recorded for each Visitor, indicating the Location visited and the corresponding date and time.Learn more about database on https://brainly.com/question/518894
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How do you make someone Brainliest?
I have asked questions before and promised brainliest, but I don't actually know how. First person to tell me will get brainliest using my new skill! Please Help!
Answers
complete the function endswith which returns true if s1 ends with s2.
Answers
To complete the function endswith which returns true if s1 ends with s2, we can make use of the built-in string method "endswith". The syntax for this method is s1.endswith(s2), where s1 is the string we want to check and s2 is the substring we want to check if it's at the end of s1.
We can create our own function that utilizes this method to return a boolean value. Here is an example implementation:
```
def endswith(s1, s2):
"""
Returns True if s1 ends with s2
"""
return s1.endswith(s2)
```
This function takes in two string arguments, s1 and s2, and returns a boolean value. If s1 ends with s2, it returns True. If s1 does not end with s2, it returns False.
The function is straightforward and concise, utilizing the built-in method that is already available to us. This saves us time and effort in writing our own code to check if s2 is at the end of s1.
Overall, the endswith function is a useful tool to have in our arsenal when working with strings in Python. With this function, we can easily check if a string ends with a specific substring without having to write complex code to do so.
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how is knowing how to use word or docs importamt?
Answers
i
need answer from e to i
dont paste answers from someone else
Roger and Zoë spend their vacation time at a nice cottage that they own in the countryside. Farmer Torti lives next door and normally lets his twelve sheep graze in his field. The sheep eat so quickl
Answers
Roger and Zoë spend their vacation time at a cottage in the countryside that they own. Their neighbor, Farmer Torti, normally lets his twelve sheep graze in his field. However, there seems to be a problem with the sheep eating too quickly.
To address this issue, Roger and Zoë could consider a few possible solutions Fencing: They could build a sturdy fence around their cottage to prevent the sheep from entering their property. This would ensure that the sheep stay in Farmer Torti's field and don't eat the plants around the cottage. Alternative grazing areas: Farmer Torti could designate a specific grazing area for the sheep that is farther away from Roger and Zoë's cottage. This way, the sheep would not be tempted to wander close to the cottage and eat the plants there.
Deterrents: Roger and Zoë could also try using natural deterrents to discourage the sheep from coming near the cottage. For example, planting herbs or flowers with strong scents, such as lavender or rosemary, around the cottage may discourage the sheep from approaching. By implementing one or a combination of these solutions, Roger and Zoë can help ensure that their cottage remains undisturbed by the sheep and that the plants surrounding their property are protected. Roger and Zoë are spending their vacation at their cottage in the countryside. Next door, Farmer Torti usually allows his twelve sheep to graze in his field. However, the couple is facing an issue with the sheep eating too quickly.
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what dictionary method can be utilized to access the entries in a dictionary variable with a name of parts?
Answers
The dictionary method that can be utilized to access the entries in a dictionary variable with a name of parts is the square bracket notation. This is because a dictionary is a collection of key-value pairs, where each key is unique and associated with a value
. The square bracket notation is used to access the value of a specific key in the dictionary.To access the entries in the dictionary variable named parts, you can use the following syntax:parts[key]Where key is the specific key that you want to access the value of. For example, if the dictionary variable parts contains the key-value pair {'engine': 'V6'}, you can access the value 'V6' by using the following syntax:parts['engine']This will return the value associated with the key 'engine', which is 'V6'. It's important to note that if the key is not present in the dictionary, a KeyError will be raised. Additionally, you can also use the get() method to access the value of a key in a dictionary, like this:parts.get('engine')This will return the value associated with the key 'engine', which is 'V6'. If the key is not present in the dictionary, the method will return None.
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Help please
What is an ordered pair?
1. a type of font in Microsoft Word
2. the end of the x-axis on a coordinate grid
3. two numbers that tell the location of a point on a coordinate grid
4. a type of table located in the Table drop-down menu
Answers
Answer:
two numbers that tell the location of a point on a coordinate grid
Explanation:
Answer:
Two numbers that tell the location of a point on a coordinate grid.
Explanation:
An ordered pair would look like this
(0, 4) or (7, 2)
the first number would be on the x-axis and then the second would be on the y-axis
owen works in a real-estate office. A contract needs to be signed but the client is out of town. What should Owen do?
Answers
Every command or instruction is called
Answers
Answer:
statement........................
Answer:
Exclamation action
Explanation:
command and a instruction use the same symbols
45 points!
What is the full form of PNG and GIF?
The full form of PNG is
and GIF is ______
Answers
Full form of PNG is Portable Network Graphics
Full form of GIF is Graphics Interchange Format
Hope it helpsAnswer:
\(png = > portable \: network \: graphic(a \: file \: format) \\ gif = > graphics \: interchange \: format(bitmap \: image \: format) \\ thank \: you\)
_3__ Include a knowledge based with accumulated experience and a set of rules for aplying the knowledge base to each particular situation. __4__ A subset of Artificial Intelligence that users algorithms to learn iteratively from data and can find insigths without explicit programming. __2__ analyze large quantitied of information to establish patterns and charceristicwd when the logic or rules are unknown. __1__ Mimic evolutionary precesses to generate increasingly better solutions to a problem. Mutation within a genetic algorithm involve randomly trying combinations and evaluating success (or failure) in order to learn to optimize outcomes. __5__ A subset of Machine Learnign that referst to artificial neural networks that are composed of many layers.
Answers
Answer:
d:
Explanation
class Person { public String getAddress() ... }
class Employee extends Person { public double getSalary() ... }
class Student extends Person { public String toString() ... }
class GradStudent extends Student { public boolean equals(Object other) ... }
Employee e = new Employee();
Student s = new GradStudent();
Person p = e;
Object o = s;
1) What is true of the method call p.getSalary()?
2) What is true of the method call s.toString()?
3) What is true of the method call e.equals(e)?
4) What is true of the method call o.getAddress()?
Answers
The answers of given questions are as follows:
The method call p.getSalary() will result in a compilation error as the Person class does not have the getSalary() method. It is only defined in the Employee class, which is a subclass of Person. To call the getSalary() method, you need to cast p as an Employee object.The method call s.toString() will call the toString() method defined in the Student class, as s is a reference to a Student object. If the GradStudent class overrides the toString() method, it will still call the one defined in the Student class unless it is explicitly called in the GradStudent class.The method call e.equals(e) will return true as it is comparing the same object to itself. The equals() method is defined in the Object class and is inherited by all classes in Java. If it is not overridden in the Employee class, it will use the implementation in the Object class, which checks for reference equality.The method call o.getAddress() will result in a compilation error as the Object class does not have the getAddress() method. It needs to be cast to a reference of the appropriate class (Student or Person) to call the method.To know more about coding visit:
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Which type of chart or graph uses vertical bars to compare data? a Column chart b Line graph c Pie chart d Scatter chart
Answers
Answer:
Column Chart
Explanation:
What is the key sequence to copy the first 4 lines and paste it at the end of the file?
Answers
Press Ctrl+C after selecting the text you want to copy. Press Ctrl+V while holding down the cursor to paste the copied text.
What comes first in the copy and paste process for a slide?Select the slide you wish to copy from the thumbnail pane, then hit Ctrl+C on your keyboard. Move to the location in the thumbnail pane where you wish to paste the slide, then hit Ctrl+P on your keyboard.
What comes first in the copying process of a segment?The secret to copying a line segment is to open your compass to that segment's length, then mark off another segment of that length using that amount of opening.
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What array is closest to the end of the 1000 year circulation pattern?
Answers
The array that is closest to the end of the 1000-year circulation pattern cannot be determined without additional context or information. The question assumes the existence of a specific circulation pattern but does not provide any details regarding the nature or purpose of this pattern.
To determine which array is closest to the end of the 1000-year circulation pattern, we need more information about what the circulation pattern refers to. It is unclear whether the question pertains to a weather pattern, an economic cycle, a planetary phenomenon, or something else entirely.
Furthermore, the term "array" is ambiguous and could refer to a variety of things, such as a set of data points, a configuration of objects, or an arrangement of elements. Without knowing the specific context and definition of the term "array," it is impossible to provide a specific answer.
In order to answer this question accurately, please provide more details about the circulation pattern and the meaning of the term "array" in this context.
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moving images of real event
Answers
Answer:
What
Explanation:
How can you tell that someone is listening to what you through your device ?
Answers
Answer:here are some signs to look out for: Background noise. As with mobile devices, background noise whilst on a call is a sign that somebody else could be listening. Listen out for static, buzzing or clicks on the line.
Explanation:
A photograph is created by what
A) Silver
B) Shutters
C) Light
4) Mirror
Answers
A photograph is created by Light.
What are photographs made of?Any photograph created is one that is made up of Support and binders.
The steps that are needed in the creation of a photograph are:
First one need to expose or bring the film to light.Then develop or work on the imageLastly print the photograph.Hence, for a person to create a photograph, light is needed and as such, A photograph is created by Light.
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What is the purpose of the CC option in an email?
A.
Create a carbon copy of the message.
B.
Save the message as a template for future use.
C.
Send a copy of the message to one or more people.
D.
Forward a message to multiple recipients.
( Edmentum MSE )
Answers
Answer:
c
Explanation:
send a copy of the messege
These are used to section the hair to make application of the color easier.
Answers
Answer:
Sectioning Clips
Explanation:
These are used to make segments or sections in the hair so that applying the color will be easier
Frequently used _____________ can be saved as _____________ for use in analysis, dashboards, reports, tickets, and alerts.
Answers
Frequently used filters can be saved as queries for use in analysis, dashboards, reports, tickets, and alerts.
What are the types of filters in a computer?The low-pass filter, high-pass filter, band-pass filter, and notch filter are the four main categories of filters (or the band-reject or band-stop filter).
The following is a list of the three filtration kinds.
Vacuum Filtration: In order to quickly draw fluid through a filter, vacuum filtration uses a vacuum pump.
Centrifugal Filtration: In this technique, the material to be filtered is spun at a very high speed.
You can use the filter tool to identify the crucial elements you require by filtering a column of data within a table. You have the option to sort by date, number, alphabetical order, and more using the sorting tool. The use of sorting and filtering is explored in the example that follows, along with some sophisticated sorting methods.
It is possible to save frequently used filters as filters, queries for analysis, dashboards, reports, tickets, and alerts.
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Sam works in a real estate office. An offer comes in on a house but the homeowners are on vacation. He needs the homeowners to sign a document to accept the offer. What should Sam do?
Answers
Answer:
Sam should send a digital document and request a signature. The could be fax or even an image printed out, if neither is possible get in contact with eh owner and his lawyer for more help.
Explanation:
Answer:
Sam should call the homeowners’ cell phone to inform them of the offer and fax a copy of the document using the office fax machine. The homeowner should sign the document and fax it back. Sam may also conduct an Internet search to find the fax machine closest to the client.
Explanation:
got it right on edge
What is NOT a basic font category? A. Serif B. Sans-Serif C. Subtle-Serif D. Script
Answers
Answer:
I would say C.
what is the term for sending emails that imitate legitimate companies?
Answers
Answer:
phishing,,,, it imitates the company email so that when you get on the mail it can collect all your data and then can begin to hack using your information such as password
Phishing refers to the malicious attack method by attackers who imitate legitimate companies in sending emails in order to entice people to share their passwords, credit card or other sensitive personal information. ... If you do surrender such information, the attacker will immediately capture your personal information.