[amp_mcq option1=”The model would consider even far away points from hyperplane for modeling” option2=”The model would consider only the points close to the hyperplane for modeling” option3=”The model would not be affected by distance of points from hyperplane for modeling” option4=”None of the above” correct=”option1″]<\/p>\n
The correct answer is: A. The model would consider even far away points from hyperplane for modeling.<\/p>\n
The RBF kernel is a type of kernel function that is often used in support vector machines (SVMs). It is a radial basis function, which means that it is centered at a particular point and has a Gaussian shape. The gamma parameter controls the width of the Gaussian function. A higher gamma value corresponds to a narrower Gaussian function, which means that the model will be more sensitive to points that are close to the center of the function. In other words, a higher gamma value will cause the model to consider even far away points from the hyperplane for modeling.<\/p>\n
Option B is incorrect because the RBF kernel does not consider only the points close to the hyperplane for modeling. Option C is incorrect because the RBF kernel is affected by the distance of points from the hyperplane for modeling. Option D is incorrect because the RBF kernel is a type of kernel function that is often used in SVMs.<\/p>\n","protected":false},"excerpt":{"rendered":"
[amp_mcq option1=”The model would consider even far away points from hyperplane for modeling” option2=”The model would consider only the points close to the hyperplane for modeling” option3=”The model would not be affected by distance of points from hyperplane for modeling” option4=”None of the above” correct=”option1″]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[729],"tags":[],"class_list":["post-51360","post","type-post","status-publish","format-standard","hentry","category-machine-learning","no-featured-image-padding"],"yoast_head":"\n