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Table 2 The list of hyperparameters for modeling the d=1:D clinical variables and q=1:Q mixture kernels

From: Sparse multi-output Gaussian processes for online medical time series prediction

Notation

Size

Description

vq

Q

Squared exponential part of qth basis kernel

μq

Q

Periodicity of qth basis kernel

aq,(d,r)

\(\sum _{q=1}^{Q} D \times R_{q}\)

Weights of (d,d′) for qth basis kernel

λq,

D

Intra-covariate weights of the dth covariate for qth basis kernel