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Our results contribute to our understanding of the biological basis of statistical learning and initiate a new investigational approach relating to the time-course of subcortical plasticity.
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SVMs is firmly based on the theory of statistical learning algorithms, uses classification technique by introducing radial basis function (RBF) kernel function.
"Think of Watson as whole series of statistical learning engines, not one thing," Kelly said.
The paper also includes an in-depth analysis of the RSM from the point of view of statistical learning.
The prevalence of statistical learning in visual tasks suggests that attentive tracking may be similarly influenced by learning.
The machine learning algorithm chosen comes from the SVM family, a collection of supervised learning methods for classification and regression with well-founded basis in statistical learning theory.
On the basis of the theory of the statistical learning, SVM is proposed as a general machine learning method to map the input data space using a kernel function to a high- dimensional space (Wei et al. 2011).
Support Vector Machine is a new generation of learning algorithms developed on the basis of statistical theory.
Even in such cases, where risk assessments are supported by decent empirical evidence, it can be hard to make decisions on the basis of statistical probability.
The presence of a steady state response is determined on the basis of statistical data.
The decision to add dummy variables is also made on the basis of statistical testing.
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