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In a statistical learning process called support vector machine (SVM), a hyperplane is _____

In a statistical learning process called support vector machine (SVM), a hyperplane is _____ Correct Answer a linear or nonlinear mathematical function

It is used to best separate true signals from noise. The algorithm has more environmental variables included that may be required for the enzyme modification. After training the algorithm with sufficient structural features, it is able to correctly recognize many posttranslational modification patterns.

Related Questions

If the support vector points are farther from the hyperplane, then this hyperplane can also be called as margin maximizing hyperplane.
Suppose we train a hard-margin linear SVM on n > 100 data points in R2, yielding a hyperplane with exactly 2 support vectors. If we add one more data point and retrain the classifier, what is the maximum possible number of support vectors for the new hyperplane (assuming the n + 1 points are linearly separable)?
Suppose you have trained an SVM with linear decision boundary after training SVM, you correctly infer that your SVM model is under fitting. Which of the following is best option would you more likely to consider iterating SVM next time?
To minimize false-positive results, a statistical learning process called support vector machine (SVM) can be used to increase the specificity of prediction.
A Support Vector Machine (SVM) is a discriminative classifier defined by a separating hyperplane.
In SVM the distance of the support vector points from the hyperplane are called the margins.
What is the primary goal of a support vector machine (SVM) algorithm in machine learning?
According to Robert M. Gagne, which learning types precede concept learning? a) Rule learning b) Sign learning c) Problem solving learning d) Verbal association learning e) S.R Learning Choose the correct option:
Which of the following indicate the pillars of learning contained in the UNESCO Report, 1996, “Learning the Treasure Within”, a) Learning to know b) Learning to be c) Learning to do d) Learning to understand e) Learning to live together
Which of the following statements differentiate teaching from learning? A) Teaching is a social act while learning is a personal act B) Teaching implies learning C) Teaching is like selling while learning is like buying D) Teaching can occur without learning taking place E) In teaching, influence is directed towards learning and learner, while in learning it is usually towards oneself Choose the correct answer from the following options: