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user781486

Apparently, this user prefers to keep an air of mystery about them.

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  • Last seen Nov 30 at 12:36

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Top posts (18) All Questions Answers | Votes Newest

12 Why does adding a dropout layer improve deep/machine learning performance, given that dropout suppresses some neurons from the model? Aug 16 '18
7 What are some situations when normalizing input data to zero mean, unit variance is not appropriate or not beneficial? Sep 3 '18
6 Why does the naive bayes algorithm make the naive assumption that features are independent to each other? Sep 2 '18
5 When should one use L1, L2 regularization instead of dropout layer, given that both serve same purpose of reducing overfitting? Aug 23 '18
3 What does high variance mean in a binary classification machine learning model? Aug 28
3 How to handle “unknown” category in machine learning classification problems? Sep 2 '18
2 Why is the softmax function often used as activation function of output layer in classification neural networks? Aug 23 '18
2 Is it a good practice to always apply `ReduceLROnPlateau()`, given that models benefit from reducing learning rate once learning stagnates? Aug 20 '18
2 Is the multilayer perceptron only able to accept 1d vector of input data? If yes, why is this so? Aug 18 '18
1 Why does removal of some features improve the performance of random forests on some occasions? Oct 19
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