What are support vectors?

What is a support vector in the context of support vector machines?Question 7Answera.A data point that is used to define the decision boundaryb.A data point that lies on the margin boundaryc.A data point that maximizes the margind.A data point that is classified correctly

What is a support vector?(1 Point)The distance between any two data pointsThe average distance between all the data pointsThe distance between two boundary data pointsThe minimum distance between any two data points

What is a support vector machine?Question 2Answera.A linear model used to make predictions in supervised learningb.A neural network used in deep learningc.A tree-like model used to make predictions in supervised learningd.A clustering algorithm used in unsupervised learning

What is a support vector regression machine?Question 1Answera.A support vector machine that is sensitive to the presence of outliersb.A support vector machine that is sensitive to the scale of the input variablesc.A support vector machine that is used for regressiond.A support vector machine that is used for classification

hat are Support Vector Machines (SVMs)?1 pointSVMs generate support vector points in order to minimize the loss function.SVMs attempts to bring support vector points closer together.SVMs maximally separates the closest support vector points.SVMs remove support vector points in order to minimize the loss function.