Can data generated by generative models be used for training unsupervised learning models?
71086
Can a GAN be used for data augmentation?
69637
Random Forests and data transformations
63692
Is KNN a discriminative learning algorithm?
87472
Calculating ratio of sample data used for model fitting/training and validation
85059
Tool for generating correlated data sets
77590
Highly unbalanced test data set and balanced training data in classification
12304
State-of-the-art algorithms for the training of neural networks with GRU or LSTM units
36499
Can a neural network learn a functional, and its functional derivative?
79824
Varied Activation Functions in Neural Networks
150758
How does cross-validation overcome the overfitting problem?
455
Recurrent vs Recursive Neural Networks: Which is better for NLP?
158440
Supervised learning with uncertain data?
34949
Generating a high-dimensional dataset where nearest neighbor becomes meaningless
93143
Why do we need autoencoders?
51084
Won't highly-correlated variables in random forest distort accuracy and feature-selection?
45881
Methods to work around the problem of missing data in machine learning
24750
Are unbalanced datasets problematic, and (how) does oversampling (purport to) help?