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An organization sells house security cameras and has asked their data scientists to implement a...

An organization sells house security cameras and has asked their data scientists to implement a model to detect human feces, as distinguished from animals, so they can alert th customers only when a human gets close to their house.

Which of the following algorithms is an appropriate option with a correct reason?

A.

A decision tree algorithm, because the problem is a classification problem with a small number of features.

B.

k-means, because this is a clustering problem with a small number of features.

C.

Logistic regression, because this is a classification problem and our data is linearly separable.

D.

Neural network model, because this is a classification problem with a large number of features.

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