The phrase "a method to split" is correct and usable in written English.
It can be used when discussing techniques or approaches for dividing or separating something into parts.
Example: "We need to find a method to split the data into manageable sections for analysis."
Alternatives: "a technique for dividing" or "an approach to separate".
This offers a better method to split features apart from the split in data, thus enabling the classifier to pick a combination of subtle changes in certain features of the data.
Reference [17] discusses a hierarchical spectral clustering method to split power systems by using DC power flow.
Divide-and-conquer is a recursive technique, meaning that it uses some method to split a problem in half, then uses the same method to split those halves in half, and so on.
In this work, we present a method to predict protein binding pockets and split them into subpockets such that small molecules are mostly contained within one sub-pocket.
To make the clustering methods practically feasible, we designed a preprocessing method to automatically split the data points in an LC-MS data set into multiple subgroups according to the m/ z differences among all m/ z values sorted in ascending order.
When time is limited, an alternative method is to split into groups of 2 without the observer, however there is potential for much to be lost in translation with this method as both participants are usually engrossed in their role and will miss some important responses to each other.
An alternative method, is to split the name into two words.
A new method is proposed to split the flux vector of the Euler equations by introducing two artificial wave speeds.
For the induced steady Stokes equation, a projection method is used to split it into velocity and pressure.
An alternative method would be to split a genome into a set of overlapping bins of variable sizes.
