Sentence examples for instead of the instance from inspiring English sources

In addition, in order to avoid the problem of missing instance data (either in quality or in quantity), which is common for real-world ontologies, our weight learning technique is carried out at the schema level instead of the instance level.

If you are speaking with your child and they begin responding to an accusation by offering a belief in general instead of the specific instance (i.e. 'Do you smoke pot?' 'I believe pot is dangerous') they are subconsciously avoiding answering the question.

Secondly, we saved a well trained classifier instead of the whole instances in the data chunk which cost much less memory.

The basis selection process can be made using other models instead of the MIMO Volterra; for instance, memory polynomials [5] or phase-aligned models [47].

Given these observations, we introduce a new performance evaluation method based on "per-relation" basis instead of the conventional per-instance basis, which is more pragmatic in practice.

In this regard, we propose a more pragmatic "per-relation" basis performance evaluation method instead of the conventional per-instance basis method.

A sampling-based simulation procedure is performed in the rounding step, instead of running one instance of the K-means algorithm on the matrix (hat{{mathbf {H}}}), as prescribed in the NMF algorithm.

Could you please comment on that, so that it does not seem that you are forging the groups that are matching your conclusions, instead of, for instance, being unable to resolve the problem.

As the optimizations of l1QP and NNQP only require inner products between the instances instead of the original data, our active-set algorithms can be naturally extended to solve the kernel sparse coding problem by replacing inner products with kernel matrices.

In multiple-instance learning (MIL), class labels are attached to bags instead of instances, and the goal is to predict the class labels of unseen bags.

This reduction in cost is determined by comparing with a system in which, instead of renting instances from the intermediary cloud provider, the user rents resources directly from a public cloud provider.