Machine learning Questions:

1. What is Machine learning?
a) The autonomous acquisition of knowledge through the use of computer programs
b) The autonomous acquisition of knowledge through the use of manual programs
c) The selective acquisition of knowledge through the use of computer programs
d) The selective acquisition of knowledge through the use of manual programs
2. Which of the factors affect the performance of learner system does not include?
a) Representation scheme used
b) Training scenario
c) Type of feedback
d) Good data structures
3. Different learning methods does not include?
a) Memorization
b) Analogy
c) Deduction
d) Introduction
4. In language understanding, the levels of knowledge that does not include?
a) Phonological
b) Syntactic
c) Empirical
d) Logical
5. A model of language consists of the categories which does not include?
a) Language units
b) Role structure of units
c) System constraints
d) Structural units
6. What is a top-down parser?
a) Begins by hypothesizing a sentence (the symbol S) and successively predicting lower level constituents until individual preterminal symbols are written
b) Begins by hypothesizing a sentence (the symbol S) and successively predicting upper level constituents until individual preterminal symbols are written
c) Begins by hypothesizing lower level constituents and successively predicting a sentence (the symbol S)
d) Begins by hypothesizing upper level constituents and successively predicting a sentence (the symbol S)
7. Among the following which is not a horn clause?
a) p
b) Øp V q
c) p → q
d) p → Øq
8. The action ‘STACK(A, B)’ of a robot arm specify to _______________
a) Place block B on Block A
b) Place blocks A, B on the table in that order
c) Place blocks B, A on the table in that order
d) Place block A on block B
9. What is true about Machine Learning?
a) Machine Learning (ML) is that field of computer science
b) ML is a type of artificial intelligence that extract patterns out of raw data by using an algorithm or method.
c) The main focus of ML is to allow computer systems learn from experience without being explicitly programmed or human intervention.
d)All of the above
2. ML is a field of AI consisting of learning algorithms that?
a) Improve their performance
b) At executing some task
c) Over time with experience
d) All of the above
10.  p → 0q is not a?
a) hack clause
b) horn clause
c) structural clause
d) system clause
11. The action _______ of a robot arm specify to Place block A on block B.
a) STACK(A,B)
b) LIST(A,B)
c) QUEUE(A,B)
d) ARRAY(A,B)
12. A__________ begins by hypothesizing a sentence (the symbol S) and successively predicting lower level constituents until individual preterminal symbols are written.
a) bottow-up parser
b) top parser
c) top-down parser
d) bottom parser
13. A model of language consists of the categories which does not include ________.
a) System Unit
b) structural units.
c) data units
d) empirical units
14. Different learning methods does not include?
a) Introduction
b) Analogy
c) Deduction
d) Memorization
15. The model will be trained with data in one single batch is known as ?
a) Batch learning
b) Offline learning
c) Both A and B
d) None of the above