How does “imbalance data” seem from “imbalance data”.

The use of’sensitive’ does however imply two meanings.

Either algorithms are adversely affected by the data imbalance, or they are finely adjusted to deal with the effects of the data imbalance. If: Currently the sentence does not specify whether the algorithmic sensitivity is the problem or the solution to the problem.

I know I just meant to express one aspect, but they did not highlight this aspect. I feel clear that this aspect. I’m putting it in more clear context elsewhere.

If the influence of the data imbalance is negative then the following would be an alternative:

This leads to data imbalance, a well-known problem to which the inference algorithms are susceptible.

If the influence of the data imbalance is more neutral then the sentence could be written as follows:

This leads to data imbalance, a well-known problem which affects the inference algorithms.

If the fact that the information is wrong is solved with the algorithms then the sentence will not be longer.

This leads to the well-known problem of data imbalance which is accounted for by inference algorithms.

What is your opinion on “The Tenth Way”?

How does “imbalance data” seem from “imbalance data”.

The use of’sensitive’ does however imply two meanings.

Either algorithms are adversely affected by the data imbalance, or they are finely adjusted to deal with the effects of the data imbalance. If: Currently the sentence does not specify whether the algorithmic sensitivity is the problem or the solution to the problem.

I know I just meant to express one aspect, but they did not highlight this aspect. I feel clear that this aspect. I’m putting it in more clear context elsewhere.

If the influence of the data imbalance is negative then the following would be an alternative:

This leads to data imbalance, a well-known problem to which the inference algorithms are susceptible.

If the influence of the data imbalance is more neutral then the sentence could be written as follows:

This leads to data imbalance, a well-known problem which affects the inference algorithms.

If the fact that the information is wrong is solved with the algorithms then the sentence will not be longer.

This leads to the well-known problem of data imbalance which is accounted for by inference algorithms.

What is your opinion on “The Tenth Way”?