E1
- the class of the data objects used in this OnlineEnginepublic static interface OnlineEngine.Conf<E1>
extends java.io.Serializable
An example is to solve a multi-class problem with binary classifiers, where we need to use an heuristic (e.g., One-vs-all)
OnlineEngine
Modifier and Type | Method and Description |
---|---|
void |
cacheMatrix(java.util.List<DataObject<E1>> trainingData)
Creates a Cache based on a matrix stored memory for Kernels
This type of cache occupies less memory and it provides fast access,
the draw back is that to create this matrix, the method computes
the kernel for every pair of data instance
|
OnlineEngine<E1> |
createEngine()
Creates an OnlineEngine based on the parameters provided when the
Conf object was created
|
OnlineEngine<E1> createEngine()
void cacheMatrix(java.util.List<DataObject<E1>> trainingData)
trainingData
- the training data instances used to create the
matrix