Answered step by step
Verified Expert Solution
Question
1 Approved Answer
Select the statement that explains the concepts of training and testing in the context of machine learning. Training is the initial stage where a model
Select the statement that explains the concepts of training and testing in the context of machine learning.
Training is the initial stage where a model is evaluated using a separate dataset to ensure it meets performance standards. Testing comes later and focuses on enhancing a model's accuracy through parameter tuning.
Training encompasses the process of adjusting a model's parameters to minimize its error on a training dataset. Testing refers to evaluating the model's performance on new, unseen data to gauge its ability to generalize.
Training involves evaluating a model's performance on new, unseen data to ensure its generalization capability. Testing, on the other hand, refers to adjusting the model's parameters to minimize its training error.
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started