I have a small dataset and need to learn a mixed probabilistic model (discrete + continuous) and simulate new values taking into account the learned structure.
Mixed graphical models (MGMs) are graphical models learned over a combination of continuous and discrete variables. Mixed variable types are common in biomedical datasets.
How to learn and simulate a mixed probabilistic model with discrete and continuous variables in small datasets? I have a small dataset and need to learn a mixed
- Mixed variable types are common in biomedical datasets. ... associations between the variables and the joint probability density allows one to ask ... between sets of continuous and discrete variables in both simulated and ... Alternatively, we evaluate MGM performance indirectly, by (1) recovering the small
Mixed graphical models (MGMs) are graphical models learned over a combination of continuous and discrete variables. Mixed variable types are common in biomedical datasets.
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