Table 1 Parameter values for the Bayesian parameter optimization procedure

From: Inferring internal states across mice and monkeys using facial features

Parameter

Range

Fitted Values

Concentration (α)

[0, 100]

αmac = 19.3, αmou = 34.3

Stickiness (β)

[0, 100]

βmac = 45.7, βmou = 42.0

Procedure

Setting

Notes

Sampler

CMA-ES98

–

Objective Function

R2

Maximized

Number of Searches

100

–

  1. The fitted values are shown for macaque (mac) and mouse (mou) scenarios, independently explored for each number of internal states in the HMM.
Back to article page