Entropy
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Decision TreeMLAI/Classification 2020. 1. 21. 16:55
1. Overview A decision tree is a decision support tool that uses a tree-like model of decisions and their possible consequences, including chance event outcomes, resource costs, and utility. It is one way to display an algorithm that only contains conditional control statements. Decision trees are commonly used in operations research, specifically in decision analysis, to help identify a strateg..
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Boltzmann Machine with Energy-Based Models and Restricted Boltzmann machines(RBM)MLAI/DeepLearning 2019. 10. 19. 19:36
1. Overview A Boltzmann machine (also called stochastic Hopfield network with hidden units) is a type of stochastic recurrent neural network and Markov random field. Boltzmann machines can be seen as the stochastic, generative counterpart of Hopfield networks. They were one of the first neural networks capable of learning internal representations, and are able to represent and (given sufficient ..