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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.
In order to enhance generalization level of data samples, multiple faults are simulated in data producing procedure to consider N − k (k ≤ 3) scenarios.
This was intended to simulate real life medical care and thus to enhance generalization of study findings.
The contact reports allow parents to be prepared for any questions or remarks of the adolescent in between sessions and foster an environment in which the adolescent can discuss or practice topics of the TTT program within the home environment and/or broader social environment with guidance of parents to enhance generalization to other contexts outside the setting of the training.
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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.
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.
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.
Major efforts are made to enhance the generalization ability of networks through well-selected training samples.
The classification task is performed by support vector machines to enhance the generalization ability of LeNet5.
The early stopping technique and the Bayesian regularization technique are introduced to enhance the generalization capability of the BPNN.
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