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Database-Management-System
August 29, 2024
Database-Management-System
August 29, 2024
Database-Management-System
August 29, 2024
Database-Management-System
August 29, 2024

Database-Management-System

Question 496
An example of a data mining algorithm which uses squared error score function is :
A
CART algorithm
B
Back propagation algorithm
C
A priori algorithm
D
vector space algorithm
Question 496 Explanation: 
→ An example of a data mining algorithm which uses squared error score function is back propagation algorithm.
→ The goal of any supervised learning algorithm is to find a function that best maps a set of inputs to their correct output.
→ The motivation for backpropagation is to train a multi-layered neural network such that it can learn the appropriate internal representations to allow it to learn any arbitrary mapping of input to output.
Correct Answer: B
Question 496 Explanation: 
→ An example of a data mining algorithm which uses squared error score function is back propagation algorithm.
→ The goal of any supervised learning algorithm is to find a function that best maps a set of inputs to their correct output.
→ The motivation for backpropagation is to train a multi-layered neural network such that it can learn the appropriate internal representations to allow it to learn any arbitrary mapping of input to output.

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