Which one is correct?
"with the statistical model" or "at iteration 1"?

Question

Which one is correct?
"with the statistical model" or "at iteration 1"?

TextRanch: The best way to perfect your writing.

Discover why 1,062,726 users count on TextRanch to get their English corrected!

One of our experts will correct your English.

100% Human-Powered Editing!

This phrase is used to specify the statistical model that is being employed for analysis, prediction, or any other statistical task.

Examples:

With the statistical model we selected, we achieved higher accuracy in our predictions.
The results obtained with the statistical model were consistent across different datasets.

This phrase is used to refer to a particular stage or step in a process, especially in iterative procedures like software development or data analysis.

Examples:

At iteration 1, the algorithm initializes the variables.
We observed a significant improvement at iteration 1 of the training process.

These two phrases are not directly comparable as they serve different purposes. 'At iteration 1' refers to a specific point in a sequence of actions or steps, while 'with the statistical model' introduces the tool or method being used. Depending on the context, one might be more appropriate than the other.

Last Updated: March 17, 2024