With our model-based approach for supervised shaving, one can incorporate other prognostic factors in the search for interesting gene clusters.
There are two general approaches: the model-based approach and the appearance-based approach.
The approach above belongs to the model-based approach.
This method of forecasting has been shown to improve forecasts when compared to a single model-based approach.
That is, the post-estimate fusion helps to narrow the uncertainty intervals of data-driven or model-based approaches.
This approach is called multi-model ensemble forecasting, and it has been shown to improve forecasts when compared to a single model-based approach.
He is known for pioneering a model-based approach to computer vision in which complex objects are represented as collections of generalized cylinders.
In summary, the model-based approach we have implemented can accommodate complex and unbalanced experimental designs.
Except for the two model-based approaches, all other clustering algorithms require a pairwise similarity measure.
Another practical methodological development would be to incorporate the estimation of missing data values into the model-based approaches.