on the pragmatism of using binary classifiers over data intensive neural network classifiers for detection of covid-19 from voice
Answers
Binary classifiers and data-intensive neural network classifiers are two different approaches for detecting COVID-19 from voice. Binary classifiers are machine learning algorithms that classify data into two categories:
positive or negative. In the context of COVID-19 detection, a binary classifier would determine whether a voice sample belongs to a COVID-19 positive or negative case.
In summary, the choice between binary classifiers and data-intensive neural network classifiers for COVID-19 detection from voice depends on the available resources, time constraints, and the desired level of accuracy. Binary classifiers offer simplicity and efficiency, while neural network classifiers provide the potential for higher accuracy but require more computational resources and training time.
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In summary, the choice between binary classifiers and data-intensive neural network classifiers depends on the specific requirements of the task, such as speed, accuracy, and available data.
Binary classifiers and data-intensive neural network classifiers serve different purposes when it comes to detecting COVID-19 from voice.
Binary classifiers are simple, yet effective models that can classify data into two classes, such as infected or non-infected.
They are computationally efficient, require less data, and can provide quick results.
However, they may lack the ability to capture complex patterns in the data, leading to lower accuracy.
On the other hand, data-intensive neural network classifiers, like deep learning models, can handle large amounts of data and extract intricate features.
They have the potential to achieve higher accuracy due to their ability to learn complex relationships in the data.
However, they are computationally expensive and require substantial amounts of data for training, making them less practical for smaller datasets.
In the context of COVID-19 detection from voice, binary classifiers may be preferred if the goal is to quickly identify infected individuals with a reasonable level of accuracy.
Data-intensive neural network classifiers may be more suitable if the dataset is large and capturing intricate patterns in the voice data is crucial for accurate detection.
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Related Questions
the most powerful computers, , can evaluate complex data very quickly. many of these computers in the united states are owned by the government or major research institutions and can cost $1 million dollars or more.
Answers
The most powerful computers, supercomputers, can evaluate complex data very quickly. Many of these computers in the United States are owned by the government or major research institutions and can cost $1 million dollars or more.
What is a computer?A computer can be defined as an electronic device that is designed and developed to receive data in its raw form as an input and processes these data through the central processing unit (CPU) into an output (information) that could be seen and used by an end user.
What is a supercomputer?A supercomputer simply refers to one of the most powerful computers that is designed and developed for handling, evaluating, and solving very complicated problems or tasks. Additionally, supercomputers have the ability to carry out trillions of calculations per second.
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Complete Question:
The most powerful computers, _____, can evaluate complex data very quickly. Many of these computers in the United States are owned by the government or major research institutions and can cost $1 million dollars or more.
As the security administrator for your organization, you must be aware of all types of attacks that can occur and plan for them. Which type of attack uses more than one computer to attack the victim?
Answers
Answer:
The answer is "DDoS "
Explanation:
The distributed denial of service attack (DDoS) occurs whenever a directed program's wireless data or assets, generally one or even more application servers, were also swamped by various machines. This attack is always the consequence of many affected systems, that fill up the target network with traffic.
This attack is aimed to avoid legal customers of one's website from accessing it. In being effective in a DDoS attack, further demands need to be sent to the hacker than even the victim's server could deal with. One other way to successfully attack is to send fake requests from the attacker.explain the following types of storages
flash disk
Answers
Explanation:
a data storage device that uses flash memory specifically : a small rectangular device that is designed to be plugged directly into a USB port on a computer and is often used for transferring files from one computer to another. — called also thumb drive.
Answer:
storage module made of flash memory chips. Flash disks have no mechanical platters or access arms, but the term "disk" is used because the data are accessed as if they were on a hard drive. The disk storage structure is emulated.
The first flash disks were housed in Type II PC Cards for expanding laptop storage. Subsequently, flash memory disks have arrived in a variety of formats, including entire hard drive replacements (see SSD), memory cards for digital cameras (see flash memory) and modules that fit on a keychain (see USB drive
The action of entering data into your computer. This can be text typed in a word processing document, keywords entered in a search engine's search box, or data entered into a spreadsheet. Can be something as simple as the click of a mouse or scanning a document.
options:
Input
Memory
Storage
RAM
Answers
What is ergonomic in computer and technology
Answers
Answer: Interaction with technology
Explanation: Computer ergonomics is the study of how we interact with our computers. Scientists that study computer ergonomics, attempt to find solutions to strain, fatigue, and injuries caused by poor product design or workplace arrangement. Their goal is to create an overall comfortable and relaxed workplace environment.
Multimedia-an integrated collection of computer-based elements such as
sound, animation, photo images, video, and more-has become an integral part of
businesses today. Discuss the advantages and disadvantages of using multimedia
applications in school.
Discussion topic
Answers
Answer:
Advantages -
1. We can see all images, sounds and videos at one place.
2. Provide knowledge and experience to students about computer programs and internet sites.
3. Gives the opportunity to students to view information or materials closely using projector.
4. Helps student to manage the cognitive load, which increases retention.
5. Enhance understanding of how a concept works.
6. Learning becomes easier and interesting as simulations allows students to visualize real-life situations.
7. It motivates students as they able to see the relevance of skills.
Disadvantages -
1.The lessons via video or image require computers, projectors and other electronic devices depending upon the subject and the amount of original material a teacher creates.
2.The expense of projectors or computers for every student can be quite high.
3. Due to the amount of images and videos in a lesson , the delivery and pace of the class becomes slow.
4. Cause problems to students to access computers at home
5. The role of the teacher shifts from instructor to facilitator.
6. Management of classroom becomes difficult.
7. Students who are not as proficient with technology may have to spend more time learning computer skills to access information than focusing on course materials.
For what reasons do readers use text-to-speech tools? Check all that apply.
Answers
Answer:d
Explanation:
Answer:
to support new language learning. to focus on important information. to hear a word's pronunciation. to better follow a text.
Explanation:
If you take Galante’s main premise about what made the United States so vulnerable to the Russian attack, what sorts of changes might need to be made to prepare us for a similar attack? Where should we focus our efforts?
Answers
Answer:
It is generally recommended to focus on improving cybersecurity measures, including implementing strong encryption protocols, regularly updating software and systems, and providing cybersecurity training to employees. Additionally, increasing international cooperation and information sharing among government agencies and private organizations can help to better defend against potential cyber attacks.
why is laptop personal computer
Answers
Answer:
MARK AS BRAINLIEST! LOOK AT PICTURES!
Redundancy in a network makes it more fault-tolerant. When two computers in a network are connected by multiple routes, that adds redundancy. How many routes are between San Diego and Cornell
Answers
Without additional information about the specific network or infrastructure between San Diego and Cornell, it is impossible to determine the number of routes between these two locations.
Explanation:
The number of routes between San Diego and Cornell depends on the topology of the network, the number and type of intermediate network devices such as routers and switches, and the routing protocols in use.
In a complex network, there could be multiple paths between San Diego and Cornell that provide redundancy and fault-tolerance, while in a simpler network there might only be a single path. It is also possible that there is no direct network connectivity between San Diego and Cornell, requiring data to be routed through multiple intermediate locations.
Therefore, without more information about the network topology and configuration, it is not possible to determine the number of routes between San Diego and Cornell.
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D. Application-based questions. 1. Anand wants to rename layers in his Krita animation project. He is not sure about the location of the Layers panel. Help him find it. today i am free
Answers
Answer: The Layers docker in Krita contains all of the layer management settings and actions, including checkboxes to quickly rename each layer.
Explanation:
Krita has robust layer management features that include grouping, organizing, ordering, clipping, and blending artwork. The layer filtering button allows users to filter layers by labels and names, while the thumbnail button changes the thumbnail size and indentations.
Krita supports layers, allowing you to more easily manage certain areas and components of your painting. Consider a piece of art or a collage that was created using different stacks of papers, some of which were cut to reveal the paper beneath them and others to conceal it.
What about the location of the Layers panel?Krita offers powerful layer management tools, including the ability to group, organize, order, cut, and blend artwork. While the thumbnail button modifies the thumbnail size and indentations, the layer filtering button allows users to filter layers by labels and names.
Therefore, All the layer management options and actions, including checkboxes to easily rename each layer, are contained in Krita's Layers docker.Layers are supported in Krita, giving you additional control over certain sections and elements of your painting.
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Describe, with examples, the way in which a defect in software can cause harm to a person, to the environment, or to a company
Answers
Answer:
Losing jobs. Fire. Destruction of property.
Explanation:
Having a company shut down due to lack of protection and having people testify products unsafe. If software blows up it could cause desturction of property therefore causing the effect of many people losing their jobs.
The different between a compiler and a translaror
Answers
Answer:
Compiler converts the program from one computer language to another computer language that is translating from a higher level language to a lower level language. A translator usually has a fixed body of code that is required to translate the program.
Answer:
Answer: Compiler converts the program from one computer language to another computer language that is translating from a higher level language to a lower level language. ... A translator usually has a fixed body of code that is required to translate the program.
Explanation:
3. What does a production sound mixer do? Which responsibility of a production sound mixer do you think sounds most difficult and why? A production sound mixer has many duties, he has to announce each take that is being films, he also is responsible for recording voice-overs/wild lines. In my opinion the most difficult is recording the wild lines because the dialogues and all the film lines are in your hands, it's a lot of responsibility and you need to be very organized to keep track of all the lines you need to record and make sure that everything sounds right.
Answers
Answer:
The production sound mixer has various jobs around the studio, such as slating, wild lines, voice-overs, and background sound effects. Their hardest is likely slating, which requires a bit more precision than their other jobs.
Explanation:
"What does a production sound mixer do? Which responsibility of a production sound mixer do you think sounds most difficult and why?"
Straight from the lesson related to this question:
In getting sound right for a film, equipment is only part of the story. People are also needed to best use that equipment... On smaller-budget films, the filmmaker may select a production sound mixer who has his or her own equipment as this choice can save the filmmaker a considerable amount of money in sound equipment rental, and the mixer is likely to be skilled in using his or her own equipment.
In short, the production sound mixer is a person hired to mix sounds together in a film production. They have several responsibilities, such as those included in the passage below:
The responsibilities of the production sound mixer position can vary, again depending on the film's budget, needs, and size of crew. However, the production sound mixer does perform certain functions for almost every film. For example, s/he announces each take that is filmed and is responsible for slating. Slating is the use of the film slate, also called a clapboard, which shows specific information about each take, such as the date, director, production, scene number, and take number.
The production sound mixer can also be responsible for recording voice-overs, which are actors' lines that are not spoken by the actors within the scene... The sound mixer also records what are called "wild lines," which are lines that the actors repeat because the originals were not spoken or recorded clearly enough for the film's needs. He or she may not necessarily be responsible for creating the sound effects, but he or she may be responsible for recording the sound effects that someone else creates.
The production sound mixer has various jobs around the studio, such as slating, wild lines, voice-overs, and background sound effects. Their hardest is likely slating, which requires a bit more precision than their other jobs.
Quotes from FLVS.
Omar wants to research additional information about asteroids. Complete the sentences to describe how he should use the Smart Lookup feature in PowerPoint. Step 1: He should ____________ the word asteroid. Step 2: He should navigate to the _________ tab. Step 3. He should go to the __________ command group. Step 4: He should turn on the Intelligent Services of PowerPoint in the pane. Step 5: He should click the ________ option to open links that contain information about asteroids. Please answer quickly! It is quite urgent
Answers
Answer:
Step 1: He should
✔ select
the word asteroid.
Step 2: He should navigate to the
✔ Review
tab.
Step 3. He should go to the
✔ Insights
command group.
Step 4: He should turn on the Intelligent Services of PowerPoint in the pane.
Step 5: He should click the
✔ Explore
option to open links that contain information about asteroids.
Explanation:
Edg2020
Omar should use the Smart Lookup feature in PowerPoint in several steps 1. Select, 2. Review, 3. Insights, 4. Explore.
What is the Smart Lookup feature in PowerPoint?The new Smart Lookup feature in PowerPoint 2016 for Windows is an option that shows up definitions, images, and other results from various online platforms about a word or phrase, right within PowerPoint.
There are four steps to use the Smart Lookup feature in PowerPoint:
Step 1: He should select the word asteroid.
Step 2: He should navigate to the Review tab.
Step 3. He should go to the Insights command group.
Step 4: He should turn on the Intelligent Services of PowerPoint in the pane.
Step 5: He should click the Explore option to open links that contain information about asteroids.
Therefore, he should use 1. Select, 2. Review, 3. Insights, 4. Explore.
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How did tribes profit most from cattle drives that passed through their land?
A.
by successfully collecting taxes from every drover who used their lands
B.
by buying cattle from ranchers to keep for themselves
C.
by selling cattle that would be taken to Texas ranches
D.
by leasing grazing land to ranchers and drovers from Texas
Answers
The way that the tribes profit most from cattle drives that passed through their land is option D. By leasing grazing land to ranchers and drovers from Texas.
How did Native Americans gain from the long cattle drives?When Oklahoma became a state in 1907, the reservation system there was essentially abolished. In Indian Territory, cattle were and are the dominant economic driver.
Tolls on moving livestock, exporting their own animals, and leasing their territory for grazing were all sources of income for the tribes.
There were several cattle drives between 1867 and 1893. Cattle drives were conducted to supply the demand for beef in the east and to provide the cattlemen with a means of livelihood after the Civil War when the great cities in the northeast lacked livestock.
Lastly, Abolishing Cattle Drives: Soon after the Civil War, it began, and after the railroads reached Texas, it came to an end.
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which answer illustrates “compound interest”
Answers
Answer:
d- you earn interest on the money in your savings account. Then you, in addition earn interest on interest
Explanation:
The compound interest means the interest i.e. earned on the money that saved by you and the interest you earned.
Therefore as per the given options, the last option is correct as it represents the interest earned in the saving account plus it earns interest on interest
Hence, all the other options are incorrect
A goal a student plans to achieve by tomorrow is described as a(n) A. extended goal. B. short-term goal. C. normative goal. D. long-term goal.
Answers
Answer:
I believe is B
Explanation:
its a short term goal-
Answer:
b
Explanation:
Which one of the following is not an importance of fungi?
Answers
The correct answer to the given question about fungi is D) Contributing to climate change by releasing greenhouse gases.
What roles do fungi play?While fungi play important roles in decomposing organic matter in the ecosystem, providing food for humans and animals, and producing antibiotics and other medicines, they do not directly contribute to climate change by releasing greenhouse gases.
In fact, some species of fungi can help mitigate climate change by sequestering carbon in the soil and as a result of this, the answer choice that is NOT an importance of fungi is option D because it does not release greenhouse gases.
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A) Decomposing organic matter in the ecosystem
B) Providing food for humans and animals
C) Producing antibiotics and other medicines
D) Contributing to climate change by releasing greenhouse gases
Can someone please help me with karel challenges in codehs
Answers
Answer:
Bonjour,
Vraiment superbe idée, mais (eh eh, désolé) pour la version en ligne cela ne marche pas avec Brunoy par exemple en gare d’arrivée (j’ai même l’impression que ce n’est que pour les grandes lignes, pas pour notre pôvre petit RED D) et avec un peu moins de surprise, seule l’année 2014 peut être choisie.
Je profite donc de ce billet pour économiser 0.34€/min si vous pouvez avoir l’information de la durée de rétention des objets trouvés…
Merci
Bien cordialement
Az
Explanation:Bonjour,
Vraiment superbe idée, mais (eh eh, désolé) pour la version en ligne cela ne marche pas avec Brunoy par exemple en gare d’arrivée (j’ai même l’impression que ce n’est que pour les grandes lignes, pas pour notre pôvre petit RED D) et avec un peu moins de surprise, seule l’année 2014 peut être choisie.
Je profite donc de ce billet pour économiser 0.34€/min si vous pouvez avoir l’information de la durée de rétention des objets trouvés…
Merci
Bien cordialement
Az
name two different colors used in the python program file window.name the type of program content that has each color ......
whoever answer this correct i will rate them 5 stars and a like .....
please urgent
Answers
In the Python program window, black is used for code and syntax, while white is used as the background.
How is this so?1. Black - The color black is typically used for the program's code and syntax. It represents the actual Python code and includes keywords, functions, variables, and other programming constructs.
2. White - The color white is commonly used as the background color in the program window. It provides a clean and neutral backdrop for the code and makes it easier to read and understand.
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If you want to summarize data without using an outline format or including formulas, you use which command?
A. AutoOutline
B. Outline
C. Subtotals
D. Consolidate
Answers
The command you would use to summarize data without using an outline format or including formulas is "Subtotals". This command allows you to group your data based on a specific column and then add subtotals for each group.
You can choose which column to group by and which columns to add subtotals for. This command is useful when you have a large data set and want to quickly see the totals for different groups within the data. It is also helpful when you need to analyze and compare data based on specific criteria. Using subtotals can make your data easier to read and understand, without the need for complex formulas or manual calculations.
By using the subtotals command, you can quickly and easily create summaries of your data in a format that is easy to read and analyze. This command is especially useful when working with large datasets and you need a quick summary of the information without altering the original data.
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comple with correct answer
Answers
Simply select cell H2, click on the tiny square in its lower-right corner, and drag it down to cell H7 to duplicate the formula in cell H2 in the range H3:H7.
How can a formula from one cell be copied to a group of cells?To fill a formula, first pick the cell containing the formula, then select the cells below it, and then hit Ctrl+D. To fill the formula to the right in a row, hit Ctrl+R as well.
If you duplicate a formula What will Excel do when the formula is copied to a new cell?Using the mouse, select the formula in the cell, and then hit Ctrl + C to copy it.
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(b) how many different programs can be arranged if the comics must perform between bands? there are only different programs if the comics must perform between the bands.
Answers
Computer programs include MS Word, MS Excel, Adobe Photoshop, Internet Explorer,
A series of instructions written in a programming language for a computer to follow is referred to as a computer program. Software, which also contains documentation and other intangible components, comprises computer programs as one of its components. A program is a noun that refers to a collection of instructions that process input, manipulate data, and produce a result. It is also referred to as an application or software. As an illustration, the word processing tool Microsoft Word enables users to generate and write documents. A set of instructions supplied to a computer is known as a program. A program instructs a computer on how to carry out an action or a task efficiently and correctly.
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can I run crisis remastered on max settings?
Answers
Yes....................................
A Department of Defense (DoD) security team identifies a data breach in progress, based on some anomalous log entries, and take steps to remedy the breach and harden their systems. When they resolve the breach, they want to publish the cyber threat intelligence (CTI) securely, using standardized language for other government agencies to use. The team will transmit threat data feed via which protocol
Answers
Answer: no se
Explanation:
Use ONE SQL statement to show the total number of actual hours for each customer. In the output, show customer id and the total number of actual hours for each customer.
Answers
Explanation:
SELECT
distributor_id,
COUNT(*) AS TOTAL,
COUNT(IF(level='exec',1,null)),
COUNT(IF(level='personal',1,null))
FROM sometable;
Binary is best interpreted by a computer because
it is a simple system using patterns of three numbers.
the numbers in the system represent the on and off positions of the switches in a computer’s hardware.
it is broken down into bits.
it can be easily converted to the decimal system.
Answers
Answer:
Binary is best interpreted by a computer because the numbers in the system represent the on and off positions of the switches in a computer’s hardware.
Explanation:
The rest can be ruled out because:
a) binary is not a system using patterns of three numbers, but rather two numbers
c) it's true, but it is not the direct and clear answer as to why binary is best interpreted by a computer
d) that gives extra steps for the computer and thus contradicts the fact
Answer: B. the numbers in the system represent the on and off positions of the switches in a computer’s hardware.
Evaluate how suitable the hardware would be for:
- High powered operations such as gaming and computation
- Energy efficiency for travel and productivity
- Light weight, small system for potential use in health monitoring
(PLEASE HELP, I DON’T UNDERSTAND)
Answers
Answer:
What hardware and software support might be used to develop the system and operate?
von-Neumann architecture of the computer. Von-Neumann computer consists of two main components: memory and CPU. ...
Application Software. An application software is a computer program designed to perform a group of coordinated functions, tasks, or activities. ...
Operating System. ...
CPU. ...
Storing device. ...
RAM. ...
Motherboard. ...
Bits and bytes.
Explanation:
What is LinkedIn?
A job search website
A virtual job fair
A recruiter website
Answers
Answer:
A job search website.
Explanation: