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Homework 1: a) Use the Machine Learning algorithms: k-NN and Logistic Regression to classify multiphase flow patterns, using the database BD12Experiments6FP. csv and evaluate the performance.
b) Apply parameters optimization to (a) and evaluate the performance.
c) Explain the Confusion Matrix obtained in (a) y (b), that is, before and after parameters optimization.

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