1answer.
Ask question
Login Signup
Ask question
All categories
  • English
  • Mathematics
  • Social Studies
  • Business
  • History
  • Health
  • Geography
  • Biology
  • Physics
  • Chemistry
  • Computers and Technology
  • Arts
  • World Languages
  • Spanish
  • French
  • German
  • Advanced Placement (AP)
  • SAT
  • Medicine
  • Law
  • Engineering
Ilya [14]
3 years ago
7

Given two models applied to a data set that has been partitioned, Model A is considerably more accurate than model B on the trai

ning data, but slightly less accurate than model B on validation data.
a. Which model are you more likely to consider for final deployment?
b. Please explain why Model A is considerably more accurate than model B on the training data, but slightly less accurate than model B on validation data as concise as possible.
Computers and Technology
1 answer:
Alex73 [517]3 years ago
7 0

Answer:

Model B should be deployed.

Explanation:

(a) I would deploy the model that does well on generalizing well on validation data and does considerably well on training data, Hence, Model B should be deployed because it has less BIAS and the problem of overfitting the training set is evaded.

(b) Model A does well on the training dataset and not very well on test/validation dataset because it has OVERFITTED the training set.

OVERFITTING is a scenario where the model has large variance and low bias, that is has a perfect representation of the training set and performs woefully on generalizing validation set. For instance when a neural network has too much hidden layers and no regularization or dropout.

OVERFITTING is a common scenario in model Development.

You might be interested in
What kind of device is a printer? output or input
ANEK [815]
A printer is output. :)
8 0
3 years ago
What is a good project I can do for Artificial Intelligence? It has to be some type of Technology that covers Artificial Intelli
Allisa [31]
Look at the fields that utilize artificial intelligence and expand further. 

You can talk about A.I. being used to operate on patients in complex surgeries. 

A.I. in space exploration or roaming in the deep trenches of our oceans looking for information about our planet.

A.I. in law enforcement and rescue squads.

A.I. in security.

A.I. in engineering. 

Programming of A.I.

Integration of A.I.

Outlook of A.I. in our future and how it may be used.

Artificial Intelligence in warfare.


7 0
4 years ago
. Write a recursive function names factorial to compute the factorial of the parameter. Also write the main function, where you
r-ruslan [8.4K]

Answer:

Following are the code in c language

#include <stdio.h> // header file

long int factorial(int n); // declaration of factorial function

int main() // main function

{

   int n; // variable declaration

   printf("Enter a positive integer: ");

   scanf("%d", &n); // input number

   while(n<0) // checking the condition if number is negative

{

    printf("please enter a positive number:");

    scanf("%d", &n);

}

   printf("Factorial of %d = %ld", n, factorial(n)); // calling  factorial function

   return 0;

}

long int factorial(int n1) // recursive definition of factorial

{

   if (n1 >= 1)

       return n1*factorial(n1-1);

   else

       return 1;

}

Explanation:

In this program, it ask for a positive number input. if the value enter by user is negative then it again ask for positive input i.e positive number. Then it calls the recursive function of factorial. the recursive function factorial calculate the factorial recursively. suppose user input 4 then it goes to the if  part of program i.e return n*factorial(n-1); that means return 4*factorial(3) again recursive function call itself .this process repeated until it meets the base condition.  when a base condition meets, it return factorial of the given number.

output

Enter a positive integer: 5

factorial of 5=120

Enter a positive integer: -8

please enter a positive number:4

factorial of 4=24

4 0
3 years ago
1. The first popular animated feature film was 1937’s Snow White and the Seven Dwarfs. (1 point)
valina [46]
1. Not exactly the first animated film, but is considered to be the first animated feature film was "Snow White and the Seven Dwarfs." It was the first film created that was completely hand-drawn. His previous works were usually made using cutouts and stop motion. 

2. There were actually two big honchos of the film industry who were interested in Alexander Schure's Work. One of them was Francis Ford Coppola, director of , "The Godfather." The other one was George Lucas, the creator of, "Star Wars." So your answer would be D.

3. A storyboard is a graphic organizer in the form of illustrations and/or images. They are arranged in a sequence so that the animators can pre-visualize the sequence of events and actions and dialogues of each event. It serves as a blueprint for the whole film. 

4. <span> 3-D printing has been hailed as the phenomenon that will bring forth the Fourth Industrial Revolution.  Much like the previous revolution, 3-D printing will take global income levels to the next step. Rendering services more efficiently was one of the highlights of technology, with regards to digital media. However, 3-D printing will also be able to drive the supply-side of the economy.
</span>
5. 3-D printing is the process of making physical objects from a three dimensional model. The are made by joining materials and solidifying them through computer control. Layers of the material are laid out one by one in succession to create the object. So your answer is A.

6. The first video game console was made by Atari. Atari Pioneered the home video game console industry. One of its earliest products was a game called "Pog," created by Allan Alcorn. Pong was the first commercially successful video game. The answer is C.

7. <span>The kids of the 1980s basically played with two-dimensional sticks, dots, and quadrilateral-shaped characters is false. The 1980's was the kick off years of video gaming. Although still mostly in 2D, graphic designs were much more advanced and around 1987, 3D games were introduced. 
 
</span>
8. <span>France and Japan produced some of the earliest examples of animation. French animation dates back to the early 19th Century. The first Japanese animation was said to have first come out around the 1910's. Verifiable films though were dated to at least 1917.
</span>
9. The CAD that we use today is different from the CAD that was used in the 1980's. The introduction of PC, tablets, and smartphones have greatly influenced the potentials and used of CAD. Mostly used in the engineering industry in the past, CAD is now used across many fields and other industries. So your answer is False.

11. Steven Spielberg is an Academy Award Winning director, producer, and screenwriter. He is considered to be one of the most influential figures in the film industry of all time. He has won 3 Academy awards and was nominated for 7 for the Best Director Category.

12. Pixar Animation Studios, is a computer animation film studio that produced 19 feature films. The very first computer animation film that was produced by Pixar was Toy Story in 1995. They also produced Monster's Inc in 2001, and Finding Nemo in 2003. 

13. <span>3-D modeling, simulation, and artificial intelligence will allow for law-enforcement agents to recreate crime scenes. The Hong Kong Police already use this technique to better understand court cases. They also use it to plan raids and assess terrorist threats.  
</span>
14. It was Alexander Schure who founded the New Institute of Technology. He wished to be the next, "Walt Disney," of film making. However, he did not have the same creative mind as Disney when it came to making story lines. So the answer to that question is false. 

15. Robotics is the branch of engineering that deals with the building of robots. They deal with the design, concept, manufacturing and operations of robots. So with that definition, you could say that  robotics team is a group or team that work together to build robots. You answer is A.
7 0
4 years ago
Which of the following inputs help robotic vacuum cleaners maneuver around obstacles?
Alja [10]

Answer:

c lasers and sensors

Explanation:

7 0
3 years ago
Read 2 more answers
Other questions:
  • Which leader of the Jamestown colony am I?
    15·2 answers
  • LEAF library in py can be expressed in what form?
    6·1 answer
  • When the amount of storage data is big, and we need the searching and insertion must be very fast, which kind of data structure
    9·1 answer
  • Which of the following best describes the protocol used on the internet?
    8·1 answer
  • Which of these statements about the truck driving occupation in the U.S. are accurate?
    12·2 answers
  • Write an algorithm for a program which inputs the lengths a, b and c of the three sides of a triangle. The program then determin
    9·1 answer
  • Consider the following code segments that are potential replacements for /* missing code */.
    6·1 answer
  • Mencione 2ejemplos de procesos manuales
    11·2 answers
  • which kind of system software tells the computer how to communicate with peripherals, such as a printer or scanner?
    7·1 answer
  • Chantal has configured the network at her company's new headquarters with a number of VLANs. All devices joined to the individua
    7·1 answer
Add answer
Login
Not registered? Fast signup
Signup
Login Signup
Ask question!