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Dimentionality Reduction

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@train.bi wrote:

Hi

An advertising company wants to predict the likelihood of purchase, using a training data set containing hundreds of columns of demographic data such as age, location, and income. The large dimensionality of this data set poses a problem for training the model, and no features that represent broader groups of people are available. What would be a reasonable approach to reduce the dimensionality of the training data?

Regards,
tony

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