Lucy and her team are designated to build a prediction model that is required to predict the probability of a mechanical system breakdown, based on its system vibration and operating temperature. Which of the following machine learning algorithm is best suited for such predictions?

Logistic Regression

Linear Regression

Support Vector Machine$($SVM$)$

KMeans Clustering