Which algorithm is known for finding optimal solutions by iteratively minimizing a cost function?Group of answer choicesDecision TreeGradient DescentRandom ForestSupport Vector Machine

Which algorithm is known for finding optimal solutions by iteratively minimizing a cost function?

Gradient Descent can help find the global minimum of a cost function.Group of answer choicesTrueFalse

Which of the following algorithms is not primarily used for classification tasks?Decision TreesRandom ForestsAprioriSupport Vector Machines

Which algorithm is often used in solving linear optimization problems involving large datasets?K-means clusteringSimplex algorithmDecision tree algorithmNaive Bayes

Which optimization algorithm adapts the learning rate for each parameter based on its gradient history?Group of answer choicesGradient DescentStochastic Gradient Descent (SGD)AdaGradRMSprop