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C

cacheMatrix(List<DataObject<E1>>) - Method in class pt.utl.ist.online.learning.engines.KernelPegasosEngine.Conf
 
cacheMatrix(List<DataObject<E1>>) - Method in interface pt.utl.ist.online.learning.engines.OnlineEngine.Conf
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
Assigns a binary label to a data sample
clear() - Method in class pt.utl.ist.online.learning.kernels.Kernel
 
close(OnlineEngine<E>, String) - Method in interface pt.utl.ist.online.learning.engines.info.EngineObserver
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
 
compareTo(DataObject<E>) - Method in class pt.utl.ist.online.learning.utils.DataObject
 
compileModel() - Method in class pt.utl.ist.online.learning.engines.KernelPegasosEngine
 
compileModel() - Method in interface pt.utl.ist.online.learning.engines.OnlineEngine
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
Computes the kernel value for two data instances
ComputedKernel<E> - Class in pt.utl.ist.online.learning.kernels
 
ComputedKernel(double[], Map<Integer, Integer>, Kernel<E>) - Constructor for class pt.utl.ist.online.learning.kernels.ComputedKernel
 
ComputedKernel(double[], Kernel<E>) - Constructor for class pt.utl.ist.online.learning.kernels.ComputedKernel
 
computeKernelMatrix(List<DataObject<E>>, Map<Integer, Integer>) - Method in class pt.utl.ist.online.learning.kernels.Kernel
Creates a matrix to be used for caching purposes.
computeKernelMatrix(List<DataObject<E>>) - Method in class pt.utl.ist.online.learning.kernels.Kernel
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
Creates a Conf object that can create objects of KernelPegasosEngine
convertVector(DataObject<E>) - Method in class pt.utl.ist.online.learning.engines.KernelPegasosEngine
 
convertVector(DataObject<E>) - Method in interface pt.utl.ist.online.learning.engines.OnlineEngine
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
 
convertVector(DataObject<Map<Integer, Double>>) - Method in class pt.utl.ist.online.learning.kernels.GaussianKernel
 
convertVector(DataObject<E>) - Method in class pt.utl.ist.online.learning.kernels.Kernel
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
 
createEngine() - Method in class pt.utl.ist.online.learning.engines.KernelPegasosEngine.Conf
 
createEngine() - Method in interface pt.utl.ist.online.learning.engines.OnlineEngine.Conf
Creates an OnlineEngine based on the parameters provided when the Conf object was created
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