Machine Learning New - MCQs, Quiz and Questions for Practice

Q1. Choose the ML methods from the options.

based on human supervision

All of the above

semi-reinforcement Learning

supervised Learning

Q2. Structural units are not involved in the categories of model of language.

TRUE

FALSE

Q3. Which is not a horn clause in options?

Øp V q

p

p → Øq

p → q

Q4. What do you mean by top-down parser?

Begins by hypothesizing a sentence (the symbol S) and successively predicting upper level constituents until individual preterminal symbols are written

Begins by hypothesizing lower level constituents and successively predicting a sentence (the symbol S)

Begins by hypothesizing upper level constituents and successively predicting a sentence (the symbol S)

Begins by hypothesizing a sentence (the symbol S) and successively predicting lower level constituents until individual preterminal symbols are written

Q5. In the options, Choose a fault of decision trees?

None of the above

Decision trees are robust to outliers

Decision trees are prone to be overfit

Factor analysis

Q6. What does the level of knowledge not include in language understanding?

Logical

Empirical

Syntactic

Phonological

Q7. In these, Which of the following statements are about Naïve Bayes is inacurate?

Attributes are equally important

Attributes are statistically dependent of one another given the class value

Attributes are statistically independent of one another given the class value

Attributes can be nominal or numeric

Q8. There are Incompatible learning methods. What does they not include?

Analogy

Deduction

Introduction

Memorization

Q9. PCA is NOT supervised learning.

TRUE

FALSE

Q10. What do you mean by machine learning?

The selective acquisition of knowledge through the use of computer programs

The autonomous acquisition of knowledge through the use of computer programs

The selective acquisition of knowledge through the use of manual programs

The autonomous acquisition of knowledge through the use of manual programs

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