XMM - Probabilistic Models for Motion Recognition and Mapping

Classes
[Core] Probabilistic Models

Classes

class  xmm::Model< SingleClassModel, ModelType >
 Probabilistic machine learning model for multiclass recognition and regression. More...
 
class  xmm::Configuration< ModelType >
 Model configuration. More...
 
class  xmm::ClassParameters< ModelType >
 Class-specific Model Parameters. More...
 
struct  xmm::ClassResults< ModelType >
 Class-specific Results of the filtering/inference process. More...
 
struct  xmm::Results< ModelType >
 Results of the filtering/inference process (for a Model with multiple classes). More...
 
class  xmm::SharedParameters
 Shared Parameters for models with multiple classes. More...
 
class  xmm::TrainingEvent
 Event for monitoring the training process. More...
 
class  xmm::SingleClassProbabilisticModel
 Generic Template for Machine Learning Probabilistic models based on the EM algorithm. More...
 

Detailed Description