More likely to consider for final deployment

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Reference no: EM13739074

A. Please list all supervised learning algorithms you know

B. Please list all unsupervised learning algorithms you know

C. Given two models applied to a data set that has been partitioned, Model A is considerably more accurate than model B on the training data, but slightly less accurate than model B on validation data.

a. Which model are you more likely to consider for final deployment?
b. Please explain why "Model A is considerably more accurate than model B on the training data, but slightly less accurate than model B on validation data" as concise as possible.

D. In order to achieve a given degree of reliability with a given dataset and a given model, for a classification procedure, what is the good ratio between the number of records and predictor variables?

Reference no: EM13739074

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