at iteration 1 vs with the statistical model

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 • 654 views

at iteration 1

This phrase is correct and commonly used in the context of describing a specific point in a sequence of actions or steps.

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.

Show examples from the web [+]

I'm using this script to cluster a set of 3D points using the kmeans matlab function but I always get this error "Empty cluster created at iteration 1" ...
May 28, 2014 ... The problem is that, when I run the loop, I get error message, saying "Empty cluster created at iteration 1." What to do when emptyaction does ...
pcg stopped at iteration 1 without converging to the desired tolerance 1e-006 because a scalar quantity became too small or too large to continue computing.
This means that if the macro exit loop 1 at iteration 4, and goto the other loop for a while, when it comes back to loop 1, it doesn't begin at iteration 1, it continues ...

with the statistical model

This phrase is correct and commonly used to introduce the statistical model being utilized in a context.

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.

Show examples from the web [+]

Apr 11, 2011 ... What happens is that when the Predictive Model starts to go astray for whatever reason over time, familiarity with the Statistical Model behind ...
Experimental verification of parameters calculated with the statistical model of overlap from chromatograms of a synthetic multicomponent mixture.
Jan 29, 2008 ... This problem with the statistical model was overcome by Strutinsky [18] who pointed out that the total level density of the system must be.
Nuclear fission: combining the dynamical Langevin equation with the statistical model. Author links open the overlay panel. Numbers correspond to the affiliation ...

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at iteration 1 vs with the statistical model

at iteration 1

with the statistical model

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