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Algorithms are judged based on the generalization power of IT2FLS models developed using them.
We design a pruning approach to bagging for improving its generalization power.
That is, HDLA model attains better generalization power within a lesser number of training iterations.
In fact, the minimal number of hyper-parameters involved gives BNGA the greatest generalization power of all the adaptive systems.
This paper proposes a new deep architecture that uses support vector machines (SVMs) with class probability output networks (CPONs) to provide better generalization power for pattern classification problems.
We rely on tree kernels to automatically extract and learn features with better generalization power than traditionally used bag-of-word models.
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This new generalization belongs to the generalized power series, generalized hypergeometric families and also arises as weighted Poisson distributions.
The higher order neurons have shown improved computational power and generalization ability.
The key element of neurocomputing research in complex domain is the development of artificial neuron model with improved computational power and generalization ability.
Quasi-arithmetic means are a natural generalization of power means.
Hence, Eq. (31) is the generalization of power loss density for dispersive media.
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