the relationship between predictors and target vs relationship between predictors and target variable

Both phrases are correct, but they slightly differ in terms of specificity. The first phrase is more general, referring to the relationship between predictors and the target in a broad sense. The second phrase is more specific, explicitly mentioning the target as a variable. The choice between them depends on the level of detail and precision required in the context.

Last updated: March 17, 2024 • 588 views

the relationship between predictors and target

This phrase is correct and commonly used in English.

This phrase is a general way to refer to the connection or association between predictors and the target variable in a predictive modeling context.

Examples:

Understanding the relationship between predictors and target is crucial in building an accurate predictive model.
Researchers analyzed the relationship between predictors and target variables to identify significant factors.
The strength of the relationship between predictors and target influences the model's predictive power.
Exploring the relationship between predictors and target helps in feature selection.
The study focused on examining the relationship between predictors and target outcomes.

Show examples from the web [+]

Is a linear model sufficient for describing the relationship between predictors and target variables? Is it necessary to use a non-linear model in order to set up a ...
... model sufficient to describe the relationship between predictors and target variables, or (2) is it necessary to use a non-linear model in order to set up a model.

Alternatives:

the relationship between independent variables and dependent variable
the association between predictors and target
the connection between predictors and target variable
the link between predictors and target
the correlation between predictors and target

relationship between predictors and target variable

This phrase is correct and commonly used in English.

This phrase is a more specific way to describe the connection or association between predictors and the target variable, explicitly mentioning the target as a variable.

Examples:

The study focused on exploring the relationship between predictors and the target variable.
Understanding the relationship between predictors and the target variable is essential for accurate predictions.
Researchers analyzed the relationship between predictors and the target variable to identify key factors.
The strength of the relationship between predictors and the target variable impacts the model's performance.
The relationship between predictors and the target variable was found to be significant.

Alternatives:

relationship between independent variables and dependent variable
association between predictors and target variable
connection between predictors and target
link between predictors and target variable
correlation between predictors and target variable

What Our Customers Are Saying

Our customers love us! We have an average rating of 4.79 stars based on 283,125 votes.
Also check out our 2,100+ reviews on TrustPilot (4.9).

"Thank you!"
Sachi Nakama July 2024
"I have literally been through chat, PI, claude, bard and bing and I got conflicting answers! Thank you! Human intelligence reigns!"
Retha July 2024
"Faster than AI"
CYNTHIA December 2023
"This was very helpful and I personally think this site is the best."
Kaden October 2023
"It was extremely thorough and very helpful!"
imperialelisa October 2023
"7 years without any disappointment. Always 100% satisfied. You guys are the best in the world at what you do. Thank you so much :)"
Zubair Alam October 2023
"In a world of text messages and online communication, this is great to have as a live tool. Thank you."
Selena October 2023
"Without textranch I would be stuck!"
宏祐 October 2023
"Accuracy and fast response. Personal comments from editor. Thank you."
Clh September 2023
"I wasn't aware of this service, it's fascinating and more reliable than standard IA tools available on the internet"
Arturo September 2023
"The fact that you can get reliable fast feedback on your texts."
Vinicius Antonio August 2023
"you guys are better than grammarly i'm being honest here"
ordinary July 2023
"OMG! This is really good than any other text correction tools I've used so far. Highly recommend this."
Vehan July 2023
"Very fast and accurate. thank you."
mojtaba July 2023
"I love this app because it's help to writing skills all of students ♥️"
Tarisini July 2023
"This was exactly the mistake I was looking for, the wording dind´t sound right at first. Better than grammarly!"
Ente July 2023
"The immediate help that I received was reassuring and very satisfactory. Thanks."
priiiyanshuu July 2023
"this helps A LOT for my studies."
kathnunez02 June 2023
"Woow!! I would never have expected such precision! Thank you soooo much!!"
Berta June 2023
"Real Time Editor and not AI. Many Thanks."
Priya June 2023
"The very first thing excites me about Textranch is how much your editors care."
sepideh June 2023
"The fact that texts are checked by human editors rather than by AI, etc. I appreciate this!"
Анна June 2023
"Feel welcome, immediate response, high quality feedback"
martin.roy June 2023
"This is the best app that I have ever seen"
Burulai May 2023

the relationship between predictors and target vs relationship between predictors and target variable