query: How to do imbalanced classification in deep learning (tensorflow, RNN)?
positive_passages.docid: 36088
positive_passages.text: Class imbalance in Supervised Machine Learning
negative_passages.docid: 124976
negative_passages.text: How to do one-class text classification?
negative_passages.docid: 59720
negative_passages.text: What are appropriate methods for preparing categorical features for recurrent networks to ensure efficient backpropagation?
negative_passages.docid: 58515
negative_passages.text: dropout: forward prop VS back prop in machine learning Neural Network
negative_passages.docid: 126373
negative_passages.text: Can we use MLE to estimate Neural Network weights?
negative_passages.docid: 105631
negative_passages.text: Tensors in neural network literature: what's the simplest definition out there?
negative_passages.docid: 6048
negative_passages.text: What should I do when my neural network doesn't learn?
negative_passages.docid: 25745
negative_passages.text: How do you calculate precision and recall for multiclass classification using confusion matrix?
negative_passages.docid: 50274
negative_passages.text: The neural network is not learning properly
negative_passages.docid: 18820
negative_passages.text: For imbalanced classification, should the validation dataset be balanced?
negative_passages.docid: 40442
negative_passages.text: Is up- or down-sampling imbalanced data actually that effective? Why?
negative_passages.docid: 42256
negative_passages.text: Binary classification with strongly unbalanced classes
negative_passages.docid: 13412
negative_passages.text: Motivating sigmoid output units in neural networks starting with unnormalized log probabilities linear in $z=w^Th+b$ and $\phi(z)$
negative_passages.docid: 3980
negative_passages.text: Reduce Classification Probability Threshold
negative_passages.docid: 79882
negative_passages.text: Explanation of Spikes in training loss vs. iterations with Adam Optimizer
negative_passages.docid: 145653
negative_passages.text: Balanced sampling for network training?
negative_passages.docid: 69925
negative_passages.text: Can Predict/Classify be parallelized?