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. |