gptk (version 1.0)

gpCreate: Create a GP model with inducing varibles/pseudo-inputs.

Description

Creates a Gaussian process model structure with default parameter settings as specified by the options vector.

Usage

model <- gpCreate(q, d, X, y, options)

Arguments

q

input data dimension.

d

the number of processes (i.e. output data dimension).

X

the input data matrix.

y

the target (output) data.

options

options structure as defined by gpOptions.m.

Value

• model
  model structure containing the Gaussian process.

See Also

gpOptions.

Examples

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