Sentence examples similar to supervised technique to from inspiring English sources
The setting of the learning task makes it impossible to use supervised or partially supervised techniques to estimate the parameters of the input density.
Thus, to enrich the negative class, we introduced a powerful semi-supervised technique to generate high confidence non-interaction data.
The sPLS-DA is a supervised, multivariate technique to determine metabolic groups associated with disease risk.
LDA is a supervised technique that attempts to maximize the linear separability between data points (features) belonging to different classes (targeted modulation schemes) [30].
The use of supervised techniques, as opposed to previous uses of unsupervised learning (clustering, principal component analysis, factor analysis) allowed us to greatly extend the set of used proteomes descriptors.
Regression is a supervised technique from pattern recognition theory in which a mapping from a number of input variables (features) to a continuous output variable is learned from a set of examples from which both input and output are known.
Using the posterior probabilities of 3M to weight the parameter estimation of each supervised technique is in effect localizing each expert to summarize the predictive capability of each dominant pathway.
Classification has been extensively studied within gene expression data as a supervised technique [ 4- 8], where labelled data is used to create an algorithm able to assign any new input data to its proper class.
Historically, the policy has been engineered by hand: most of the machine learning focused on supervised learning techniques to provide as much signal to the policy engineers as possible.
Applying supervised learning techniques to the annotated data, I found that a learner who makes use of these contextual cues can learn the inclusive as well as exclusive interpretation of disjunction from the language heard.
DERIV employs storylines and models built with supervised learning techniques to generate perception.
