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3 questions
1vote
1answer
2kviews
How to set the Reconstruction error threshold for anomaly detection using autoencoders?
Hi I am doing anomaly detection using auto encoders.I have trained the model using 'Non Anomalous' values.Now when I give anomalous points as test data. What should be the Reconstruction error ...
- 141
1vote
1answer
345views
More weightage to a categorical feature for an Autoencoder model
I am using autoencoder for anomaly detection. I don't have any labels already and so its unsupervised. If I have categorical variables, I usually one hot encode before giving it to the model. I would ...
- 245
1vote
0answers
2kviews
General unsupervised learning strategy when using convolutional autoencoder (CAE)
I am working on implementing an autoencoder for unsupervised learning, and I have some questions about the overall process. From what I was reading here, @rjpg suggests the following general approach: ...
- 161
