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Sparse tree-based initialization for neural networks
Dedicated neural network (NN) architectures have been designed to handle specific data types (such as CNN for images or RNN for text), which ranks them among state-of-the-art methods for dealing with these data.
Analyzing the tree-layer structure of Deep Forests
Random forests on the one hand, and neural networks on the other hand, have met great success in the machine learning community for their predictive performance.
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