Which of the following machine learning algorithm is based upon the idea of bagging?(1 Point)Decision treeRandom-forestClassificationRegression

Which of the following machine learning algorithm is based upon the idea of bagging?

Random Forest has _________ as base learning models1 pointmultiple decision treesbaggingentropyNone of these

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

Which of the following algorithms is not an example of ensemble learning algorithm?2 pointsRandom ForestAdaboostExtra TreesGradient BoostingDecision Trees

What is the purpose of bagging in machine learning?Review LaterTo reduce bias in the model's predictions.To increase the complexity of weak learners.To improve the stability and accuracy of the model.To reduce the computational complexity of the training process.