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How can you train a tabular foundation model when the tabular features themselves are inherently domain-specific? Is there some kind of preprocessing step befo
by peepeepoopoo99 2y ago
How can you train a tabular foundation model when the tabular features themselves are inherently domain-specific? Is there some kind of preprocessing step beforehand to match the inference time features with their closest analogues in the training set?
- ersiees 2y agoYes, there are normalizations applied before the features are fed to the neural network. Additionally, the neural network is trained on a very diverse set of artificial datasets.