Lines Matching refs:model

12 model, following standard parlance in the machine-learning community.
28 Before a regressor can be used to make predictions, the model must be fitted using an initial set o…
29 Once a fitted model has been obtained, it can be used to predict target values for new observations.
31 Fitting (or "training") a model is a relatively computationally intensive task that generally invol…
32 optimization problem (often using `TAO` solvers) to determine the model parameters, whereas making …
41 (`Mat`) and a target vector (`Vec`) against which to fit the model.
47 By "linear" we mean that the model $f(x, \theta)$ is linear in its coefficients $\theta$
78 nonlinear, and optimization solver methods used in fitting the model
99 Finally, after fitting the regressor, the user can compute model
149 constructs a linear model to reduce the sum of squared differences
151 values estimated by the fitted model.
186 separately from the rest of the model fitting process, because data sets are often
199 a vector of the model coefficients from a linear regression model via