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. |
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. |
bspline_params |
pandas.DataFrame |
See Description |
Degree and basis dimensionality of the B-spline function. |
bspline_knot_vecs |
pandas.DataFrame |
See Description |
Knot vectors for all features for all knots in the B-spline function. |