- Kernel<E> - Class in pt.utl.ist.online.learning.kernels
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Specifies the generic behaviour of a kernel.
- Kernel(boolean, boolean, boolean) - Constructor for class pt.utl.ist.online.learning.kernels.Kernel
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Creates a kernel object the returned kernel value for the computation
can be normalised and can or not use of caches
- KernelBinaryOnlineAlgorithm<E> - Class in pt.utl.ist.online.learning
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Runs the updateModel method of an OnlineEngine for a list of data samples
and the list of the associated binary classes.
- KernelBinaryOnlineAlgorithm(List<DataObject<E>>, Map<Integer, Boolean>, int, int, OnlineEngine<E>, boolean, List<EngineObserver<E>>, String) - Constructor for class pt.utl.ist.online.learning.KernelBinaryOnlineAlgorithm
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Calls the training for the OnlineEngine
- KernelBinaryOnlineAlgorithm(List<DataObject<E>>, Map<Integer, Boolean>, int, OnlineEngine<E>, boolean, List<EngineObserver<E>>, String) - Constructor for class pt.utl.ist.online.learning.KernelBinaryOnlineAlgorithm
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Calls the training for the OnlineEngine
- KernelPegasosEngine<E> - Class in pt.utl.ist.online.learning.engines
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implements the Pegasos algorithm and maintains the SVM model produced by
the algorithm in such a way it is allowed to be re-trained
- KernelPegasosEngine(double, double, Kernel<E>) - Constructor for class pt.utl.ist.online.learning.engines.KernelPegasosEngine
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Creates a Pegasos Engine that use a Kernel
- KernelPegasosEngine.Conf<E1> - Class in pt.utl.ist.online.learning.engines
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Defines the configuration parameters to create OnlineEngines of the
type KernelPegasosEngine