Question: Homework 1: a) Use the Machine Learning algorithms: k-NN, and Nave Bayes to classify multiphase flow patterns, using the database BDOShohamIML.csv and evaluate the performance.

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

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