Sentence examples for enhance generalization from inspiring English sources

In order to reduce model complexity and enhance generalization properties by reducing the risk of overfitting [22], a feature selection step was performed before the model building.

In order to enhance generalization level of data samples, multiple faults are simulated in data producing procedure to consider N − k (k ≤ 3) scenarios.

The primary goal of this research was to develop and test the feasibility of the DBT Coach, a software application for a smartphone, designed specifically to enhance generalization of a specific DBT skill (opposite action) among individuals with BPD-SUD.

To efficiently enhance generalization capabilities of RNNs, a recurrent self-organizing neural networks (RSONN), using an adaptive growing and pruning algorithm (AGPA), is proposed for improving their performance in this paper.

During this process, a wrapper criterion based on least square support vector regression (LSSVR) machine is adopted, which can not only reduce computational complexity but also enhance generalization performance.

Broad inclusion criteria enhance generalization and are consistent with guidelines on comparative effectiveness research.

This paper presents a new regularization method based on dynamic tunneling for enhancing generalization capability of multilayered neural networks.

Comparative studies with other state-of-the-art techniques show that the methods in this paper are capable of enhancing generalization ability for pattern recognition systems.

The peer support component augmented SRSD instruction by increasing students' knowledge of planning and enhancing generalization to informative and narrative writing.

Reference models enhance the generalization by reducing the gap between generic solutions and partially wanted solutions.

Major efforts are made to enhance the generalization ability of networks through well-selected training samples.