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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?
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:
Consider a system described by ẋ = Ax + Bu y = Cx + Du The system is completely output controllable if and only if Where: x = State vector (n-vector) u = Control vector (r-vector) y = Output vector (m-vector) A = n × n matrix B = n × r matrix C = m × n matrix D = m × r matrix
To minimize false-positive results, a statistical learning process called support vector machine (SVM) can be used to increase the specificity of prediction.
In a statistical learning process called support vector machine (SVM), a hyperplane is _____
In R, which package is commonly used for machine learning with support vector machines (SVM)?
In the following question, the 1st and the last part of the sentence/passage are numbered 1 and 6. The rest of the sentence/ passage is split into four parts and named P, Q, R and S. These four parts are not given in their proper order. Read the sentence/ passage and find out which of the four combinations is correct. 1. Straight As may be the wrong goal, suggests a new study that has determined learning is optimized when we fail 15% of the time. P. This is a concept that society has intuited for a long time, across a variety of domains — for instance, this just-outside-one’s-grasp learning is observable in video games, in which the player is encouraged or forced to a higher level of difficulty once a performance criterion has been achieved.  Q. In both cases, machines and animals learned the fastest when difficulty was such that the subject would be right 85% of the time and be wrong 15%. But researchers say their finding is likely applicable to humans.  R. Interestingly, it’s not a new concept — the “zone of proximal development,” a theory developed in the 1930s by psychologist Lev Vygotsky described the sweet spot of learning: when a student is faced with a challenge just beyond their ability to solve it alone. It’s a ‘Goldilock’s zone'. S. A ratio, developed by researchers at various universities was tested on computers via machine learning and applied to previous research looking into how animals learn.  6. If one is taking classes that are too easy and acing them all the time, then one probably isn’t getting as much out of a class as someone who’s struggling but managing to keep up. 
Below is given a list of five types of learning indicated in a hierarchical arrangement as mentioned by Robert M. Gagne. From the code given select the correct hierarchy to show your answer. List (i) Signal learning (ii) Chain learning (iii) Rule learning (iv) Concept learning (v) S - R learning