The phrase "a subset of training" is correct and usable in written English.
It can be used when referring to a specific portion or category within a larger training program or dataset.
Example: "The new module focuses on a subset of training that emphasizes advanced data analysis techniques."
Alternatives: "a portion of training" or "a segment of training".
To avoid overfitting, we take a validation with a subset of training images instead of the whole training set.
Firstly, a training protocol determines the fuzzy rules, according to features computed from a subset of training images taken from the SFU Laboratory dataset.
In the aspect of reducing computation and memory costs, we absorb the training data information into template representatives through clustering and estimation, rather than selecting a subset of training data as the templates.
The hyper plane depends only on a subset of training examples, called Support Vectors (SVs).
Each tree is constructed using a subset of training data and a subset of variables.
For unilateral stimulation experiments, eight mice were tested on all training conditions, and an additional 16 mice were tested on a subset of training conditions.
To find the capacity, we train the SVM with a subset of the training data and a given, scramble the training set, and use a new subset of the data for testing.
Consistent with this observation, the 44 reporter genes could not produce a CFS classifier using support vector machines by training on a subset of the training set and assessing the predictive power on a separate subset (data not shown).
First, each base ELM is trained on a subset of the training data.
(i) Each model was trained on a subset of the training dataset and then used to predict eve expression for the whole embryo.
RF is a non-parametric classification algorithm capable of integrating many variables, yet difficult to overtrain due to the use of many classification trees in parallel that each are trained with a subset of the training data (Breiman, 2001).
