Togaware DATA MINING
Desktop Survival Guide
by Graham Williams
Google

Incremental or Online Modelling

The modelling approaches we have discussed here are what we might think of as batch learners. The model builders take a training dataset to build a model that might then be deployed. If we want to update the model then the process begins again from a new training dataset, in batch mode, to build a new model.

An alternative paradigm is to incrementally build a model. Such approaches are also often referred to as online model building.



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