Questions about overfitting-underfitting
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How variable alpha changes SGDRegressor behavior for outlier?
I am using SGDRegressor with a constant learning rate and default loss function. I am curious to know how changing the alpha parameter in the function from 0.0001 to 100 will change regressor behavior...
Ross_you
Votes: 0
Answers: 1
Training Loss decreasing but Validation Loss is stable
I am trying to train a neural network I took from this paper https://scholarworks.rit.edu/cgi/viewcontent.cgi?referer=&httpsredir=1&article=10455&context=theses. See this image: Neural Net...
Abdelaziz BEN-EL-GADA
Votes: 0
Answers: 0
MNIST overfitting
I am currently working on the MNIST dataset. My model has overfit the training data and I want to reduce the overfitting by using weight_decay. I am currently using 0.1 as the value for weight_decay w...
Prajwal
Votes: 0
Answers: 1
MNIST dataset overfitting
I am working with the MNIST dataset and I have created the following network. I want to overfit the training data and I think I am doing that here. My training loss is lower than my validation loss. T...
Prajwal
Votes: 0
Answers: 1