KmmModel {MixAll} | R Documentation |
KmmModel
] classThis class defines a Kernel mixture Model (KMM).
This class inherits from the [IClusterModel
] virtual class.
A KMM is a mixture model of the form:
f({x}|\boldsymbol{θ}) =∑_{k=1}^K p_k ∏_{j=1}^d φ(x_j;σ^2_{k}) \quad x \in {R}^d.
Some constraints can be added to the variances in order to reduce the number of parameters.
component
A [KmmComponent
] with the
dimension and standard deviation of the kernel mixture model.
Serge Iovleff
[IClusterModel
] class
getSlots("KmmModel") data(bullsEye) new("KmmModel", data=bullsEye)