The model of this component can be described by the following parameters.

Model Parameter

Type

Domain

Description

fic

float

(-inf, inf)

Factorized Information Criterion. The asymptotic approximation value used by FAB/HME.

num_initial_comps

int

[0, inf)

The initial number of components before iterations.

num_active_comps

int

[0, inf)

The terminal number of active components after iterations.

standardize_mean

float

(-inf, inf)

Mean value used for standardizing the target attribute during learning.

standardize_std

float

(-inf, inf)

Standard deviation value used for standardizing the target attribute during learning.

gate_tree

dict

See Description

Dictionary form of the gating tree structure.

prediction_formulas

pandas.DataFrame

See Description

Component weights and bias for each prediction formula.