How to normalize a dataset considering unsee samples at deep learning training/inference
8703
How to apply standardization/normalization to train- and testset if prediction is the goal?
146238
How to deal with a data-set having all the samples with every feature-point almost similar?
17595
Deep learning basics
107366
How to set class weights for imbalanced classes in Keras?
45881
Methods to work around the problem of missing data in machine learning
137100
Validation: Data splitting into training vs. test datasets
153285
Is hyperparameter tuning on sample of dataset a bad idea?
18820
For imbalanced classification, should the validation dataset be balanced?
71090
Scikit learn - fit_transform on the test set
77851
Should we apply normalization to test data as well?
94048
ROC vs Precision-recall curves on imbalanced dataset
114914
Bad performance with ReLU activation function on MNIST data set
98111
Sigmoid vs Relu function in Convnets
143460
Non-normality in residuals
151975
Appropriate data transformation
95555
Should I normalize word2vec's word vectors before using them?
8922
Opinions about Oversampling in general, and the SMOTE algorithm in particular