- cacheMatrix(List<DataObject<E1>>) - Method in class pt.utl.ist.online.learning.engines.KernelPegasosEngine.Conf
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- cacheMatrix(List<DataObject<E1>>) - Method in interface pt.utl.ist.online.learning.engines.OnlineEngine.Conf
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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
- classify(DataObject<E>) - Method in class pt.utl.ist.online.learning.KernelBinaryOnlineAlgorithm
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Assigns a binary label to a data sample
- clear() - Method in class pt.utl.ist.online.learning.kernels.Kernel
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- close(OnlineEngine<E>, String) - Method in interface pt.utl.ist.online.learning.engines.info.EngineObserver
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Tells this OnlineObserver that the OnlineEngine identified by the
classifier string finished training
- close(OnlineEngine<E>, String) - Method in class pt.utl.ist.online.learning.engines.info.EnginePrinter
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- compareTo(DataObject<E>) - Method in class pt.utl.ist.online.learning.utils.DataObject
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- compileModel() - Method in class pt.utl.ist.online.learning.engines.KernelPegasosEngine
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- compileModel() - Method in interface pt.utl.ist.online.learning.engines.OnlineEngine
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Calls the finishing procedures after the training of this Online Engine.
- compute(DataObject<E>, DataObject<E>) - Method in class pt.utl.ist.online.learning.kernels.Kernel
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Computes the kernel value for two data instances
- ComputedKernel<E> - Class in pt.utl.ist.online.learning.kernels
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- ComputedKernel(double[], Map<Integer, Integer>, Kernel<E>) - Constructor for class pt.utl.ist.online.learning.kernels.ComputedKernel
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- ComputedKernel(double[], Kernel<E>) - Constructor for class pt.utl.ist.online.learning.kernels.ComputedKernel
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- computeKernelMatrix(List<DataObject<E>>, Map<Integer, Integer>) - Method in class pt.utl.ist.online.learning.kernels.Kernel
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Creates a matrix to be used for caching purposes.
- computeKernelMatrix(List<DataObject<E>>) - Method in class pt.utl.ist.online.learning.kernels.Kernel
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Creates a matrix to be used for caching purposes.
- Conf(double, double, Kernel<E1>) - Constructor for class pt.utl.ist.online.learning.engines.KernelPegasosEngine.Conf
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Creates a Conf object that can create objects of
KernelPegasosEngine
- convertVector(DataObject<E>) - Method in class pt.utl.ist.online.learning.engines.KernelPegasosEngine
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- convertVector(DataObject<E>) - Method in interface pt.utl.ist.online.learning.engines.OnlineEngine
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Transforms a DataObject into another DataObject with modifications
to be in the right format for this engine
- convertVector(DataObject<E>) - Method in class pt.utl.ist.online.learning.kernels.ComputedKernel
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- convertVector(DataObject<Map<Integer, Double>>) - Method in class pt.utl.ist.online.learning.kernels.GaussianKernel
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- convertVector(DataObject<E>) - Method in class pt.utl.ist.online.learning.kernels.Kernel
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Transforms a DataObject into another DataObject with modifications
to be in the right format for this kernel
- convertVector(DataObject<Map<Long, Double>>) - Method in class pt.utl.ist.online.learning.kernels.LinearKernel
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- createEngine() - Method in class pt.utl.ist.online.learning.engines.KernelPegasosEngine.Conf
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- createEngine() - Method in interface pt.utl.ist.online.learning.engines.OnlineEngine.Conf
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Creates an OnlineEngine based on the parameters provided when the
Conf object was created