CS502 - Fundamentals of Algorithm Solution GDB 2022

This is C502 GDB No 1 Solution 2022 l CS502 Solution GDB 2022 l CS502 GDB Solution 2022. We are sharing with you here Virtual University GDB Solutions l CS502 – Fundamentals of Algorithm GDB Solution 2022. The last date of GDB Submission is 24 February 2022.

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For any Machine Learning algorithm, we first need to train algorithm on a data set. After that, we will test that machine learning algorithm to check the performance of the algorithm. Result of algorithm will depend how large the data set and how much percentage of training data we will use.
Suppose you are working as a Machine Learning Engineer in a well reputed organization, your company has won a project of developing an Image Recognition System.  You have given the responsibility of a project in-charge for this project. Your team goal is to design an efficient algorithm for this project, keeping in mind that if you go for the speed, the accuracy may suffer and if you go for more accurate algorithm then the speed of the algorithm may suffer. Now considering the nature of the Machine Learning algorithm, which option you will prefer and why?
Justify your answer in either of the case with proper reason.