Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Building an algorithm, assessing its performance, and evaluating the final selected algorithm usually occurs by using multiple datasets. There are a f common datasets used

Building an algorithm, assessing its performance, and evaluating the final selected algorithm usually occurs by using multiple datasets. There are a f common datasets used throughout this process.
The goal of this activity is to demonstrate your understanding between training, validation, testing, and new data.
Match each term to its correct description.
Training
3
New data
4
Validation
M
of the options above to the items below.
the data used to build the algorithm and "learn" the relationship between the predictors and the target variable
the data used to assess how well the model estimates the target variable to make a recommendation
the data used to evaluate the final selected algorithm and see how well it performs
the data used to apply the final selected model to perform prediction or classification
image text in transcribed

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Fundamentals Of Database Management Systems

Authors: Mark L. Gillenson

2nd Edition

0470624701, 978-0470624708

Students also viewed these Databases questions

Question

What are the different techniques used in decision making?

Answered: 1 week ago

Question

Write formal and informal reports.

Answered: 1 week ago

Question

Write formal proposal requests.

Answered: 1 week ago

Question

Write an effective news release.

Answered: 1 week ago