Copyright: © 2013 Elsevier Ltd. Published by Elsevier Ltd. The Global Burden of Disease, Injuries, and Risk Factors Study 2010 (GBD 2010) required age-specific ...
As randomized controlled trials are not always feasible, quasi-experimental methods, such as regression discontinuity design, can expand the scope of clinical investigations aimed at causal inference ...
1 Centre for Statistics in Medicine, UK EQUATOR Centre, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK 2 Julius Centre for ...
Abstract: Due to the simplicity of their implementations, least square support vector machine (LS-SVM) and proximal support vector machine (PSVM) have been widely used in binary classification ...
These are divided into two categories i.e.Regression loss and Classification Loss. In this article, we will cover some of the loss functions used in deep learning and implement each one of them by ...
VML introduces a new framework of machine learning. Unlike conventional machine learning models that are typically optimized over a continuous parameter space, VML constrains the parameter space to be ...
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