This task is about translating a given Spanish language sentence to English.
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Question: Por lo que obtener el valor absoluto de "Y" es menor o igual a 8.5 negativo.

Answer: So we get the absolute value of y is less than or equal to negative 8.5.

Question: No debe haber pensado que eran tantos en todo el pais como fueron traidos juntos por ese solo anuncio.

Answer: I should not have thought there were so many in the whole country as were brought together by that single advertisement.

Question: Minimizando el error cuadratico medio.

Answer:
By minimizing the RMSE.