Hence, each supervised exercise session will last 50-60 minutotaln totandand patients will be encouraged to attend as many sessions as possible up to three times weekly over the 13 week period.
Hence, a modified supervised cluster analysis [ 26], with further supervision by masking out the tumour pixels prior to clustering, would be likely to improve the robustness of reference region extraction.
Usually, using class label information can increase the discriminating capability, hence a new supervised Isomap is proposed in this paper, dubbed Multi-manifold Discriminant Isomap (MMD-Isomap).
Hence, applying semi-supervised models for chemical entity recognition may be a focus of future work.
- Supervised and semi-supervised training – We distinguish between supervised and semi-supervised training.
In this present application, we used the supervised learning; hence, the appropriate network architecture is the feedforward architecture.
It is hence likely that both "supervised" (e.g., lexically-driven) and "unsupervised" (e.g., signal-driven) learning mechanisms are involved.
Hence, the goal of supervised machine learning is based on given input variables and then predicts the output variables [ 3].
Hence the intervention comprises a supervised part of twice-weekly exercise classes of one hour duration for 4 months, including aerobic exercise at moderate intensity on static bicycles, and resistance (weight training) exercise using weight vests, weight belts and dumbbells.
It is worth noting that dementia identification is essentially a supervised classification problem, and hence, the advances in supervised machine learning and pattern classification can find immediate application on this topic.
