scalation.analytics

Predictor

trait Predictor extends AnyRef

The Predictor trait provides a common framework for several predictors.

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  1. abstract def predict(z: MatrixD): VectorD

    Given several new continuous data vectors stored as rows in a matrix, predict all the y-values of f(z_i).

    Given several new continuous data vectors stored as rows in a matrix, predict all the y-values of f(z_i).

    z

    the matrix containing row vectors to use for prediction

  2. abstract def predict(z: VectorD): Double

    Given a new continuous data vector z, predict the y-value of f(z).

    Given a new continuous data vector z, predict the y-value of f(z).

    z

    the vector to use for prediction

  3. abstract def train(): Unit

    Given a set of data vectors (x's) and their corresponding (y's), fit a prediction function y = f(x).

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  15. def predict(z: VectorI): Double

    Given a new discrete data vector z, predict the y-value of f(z).

    Given a new discrete data vector z, predict the y-value of f(z).

    z

    the vector to use for prediction

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