Abstract: K-fold cross-validation is a widely used tool for assessing classifier performance. The reproducibility crisis [6] faced by artificial intelligence partly results from the irreproducibility ...
Abstract: For humans it is quite easy to identify a new object after learning to identify existing ones, but not for a machine. Deep neural networks (DNN) are the foundation of the current ...
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Neural network cost functions: Which to use and why?
In this video, we will see what is Cost Function, what are the different types of Cost Function in Neural Network, and which cost function to use, and why. We will also see Loss Function. Loss ...
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Backpropagation for softmax: Complete math explained
Derive the Equations for the Backpropagation for Softmax and Multi-class Classification. In this video, we will see the ...
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