Accuracy, Recall, Precision, F1 Score are the parameters to calculate the efficiency under _____.

← Prev Question Next Question →

by Rohit (11.6k points) in Other asked Nov 23, 2021 1.6k views

by Smruti edited Dec 19, 2021

3 1

Accuracy, Recall, Precision, F1 Score are the parameters to calculate the efficiency under _____.

Data Acquisition
Data Evaluation
Data Testing
Data Modelling

Topic: Project Cycle

Type: MCQ ( Multiple Choice Question)

#Boards 2021 question

term-1-cbse-2021-board
project-cycle
mcq

3 like 0 dislike

Please log in or register to add a comment.

Please log in or register to answer this question.

1 Answer

by Smruti (21.0k points) answered Dec 19, 2021

Data Evaluation is the correct answer

Explanation:-

Once a model has been made and trained, it needs to go through proper testing so that one can calculate the efficiency and performance of the model. Hence, the model is tested with the help of Testing Data and the efficiency of the model is calculated on the basis of the parameters mentioned above .

Study more about Evaluation at Evaluation Class 10

0 like 0 dislike

Please log in or register to add a comment.

← Prev Question Next Question →

Important Update - Full Class 10th AI Lectures Playlist

Related questions

by akhila (5.5k points) in Other asked May 26, 2022 2.0k views

Calculate Accuracy, Precision, Recall and F1 Score for the following Confusion Matrix on Water Shortage in Schools: Also suggest which metric would not be a good evaluation parameter here and why?

evaluation
project-cycle
long-answer

2 like 0 dislike

1 answer

by Smruti (21.0k points) in Other asked Jan 11, 2022 3.3k views

Calculate Accuracy, Precision, Recall and F1 Score for the following Confusion Matrix on SPAM FILTERING: Also suggest which metric would not be a good evaluation parameter here and why?

project-cycle
evaluation
question-answer

1 like 0 dislike

1 answer

by Smruti (21.0k points) in Other asked Jan 6, 2022 5.4k views

Calculate Accuracy, Precision, Recall and F1 Score for the following Confusion Matrix on Heart Attack Risk. Also suggest which metric would not be a good evaluation parameter here and why?

project-cycle
evaluation

1 like 0 dislike

1 answer

by Smruti (21.0k points) in Evaluation asked Jun 8, 2022 902 views

There are 14 images of cows and buffalos. There are 8 images of cows and 6 images of buffalos. The model has predicted 5 cows and 4 buffalos. It identifies 1 cow as buffalo and 2 buffalos as cows. Compute the accuracy, precision, recall and F1 score.

project-cycle
evaluation
short-answer

0 like 0 dislike

1 answer

by Rohit (11.6k points) in Other asked Nov 23, 2021 1.2k views

_____ are modelled on the human brain, it is essentially a machine learning algorithm, useful for solving problems when the dataset is large.

term-1-cbse-2021-board
project-cycle
mcq

2 like 0 dislike

1 answer

by Rohit (11.6k points) in Other asked Nov 23, 2021 3.3k views

_____ is one of the types of Supervised Learning Model, where data is classified according to labels and data need not be continuous

term-1-cbse-2021-board
project-cycle
mcq

3 like 1 dislike

1 answer

by Rohit (11.6k points) in Other asked Nov 23, 2021 4.1k views

_____ is not a Learning-based Approach where the AI model gets trained on the data fed to it and then is able to design a model which is adaptive to the change in data.

term-1-cbse-2021-board
project-cycle
modelling
mcq

3 like 0 dislike

2 answers

by Rohit (11.6k points) in Other asked Nov 5, 2021 3.2k views

Under ________ stage of AI Project Cycle, we look at various parameters which affect the problem we wish to solve so that the picture becomes clearer.

project-cycle
mcq

2 like 0 dislike

1 answer

by Rohit (11.6k points) in Other asked Nov 23, 2021 1.7k views

Classification and Regression are, ______ and approach followed is _____.

term-1-cbse-2021-board
project-cycle
modelling
mcq

2 like 0 dislike

1 answer

by Smruti (21.0k points) in Evaluation asked Jun 8, 2022 603 views

For a model, the F1 score is 0.85 and precision is 0.82. Compute the recall for the same case.

project-cycle
evaluation
short-answer

0 like 0 dislike

1 answer

Welcome to Aiforkids, where you can ask questions and receive answers from other members of the community.

AI 2024 Class 10 Board Exams mein 100% laane ka plan OPEN NOW

Class 10 Complete One Shot AI Lectures at - Youtube

1.5k questions

1.4k answers

4 comments

11.5k users

Accuracy, Recall, Precision, F1 Score are the parameters to calculate the efficiency under _____.

Please log in or register to add a comment.

Please log in or register to answer this question.

1 Answer

Data Evaluation is the correct answer

Please log in or register to add a comment.

Related questions

Categories

Related questions