An Enlightenment to Machine Learning MCQ solution | TCS Fresco Play

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1. Support Vector Machine is used for ____________ type(s) of problems.

--Classification & Regression

2. Clustering is a/an ____________ learning method.

--Unsupervised

3. ____________ learning uses the function that is inferred from labeled training data consisting of a set of training examples.

--Supervised

4. ______________ outlier deviates significantly from the entire dataset.

--Global

5. Which machine learning technique would you suggest to develop a machine which detects the sudden increase or decrease in heartbeat?

---Outlier Detection

6. ____________ learning uses data and answers to uncover the rules that build a problem.

--Machine

7. Which of the following machine learning models would you suggest to predict a category?

--Classification

8. Which of the following machine learning models would you suggest to predict a quantity?

--Regression

9. A marketing company wants to group its customers into various groups to advertise accordingly. Which machine learning technique would you suggest for the company?

--Clustering

10. Decision Trees are a non-parametric ____________ learning method used for classification and regression.

--Supervised.

11. An observation that deviates significantly from other observations in the dataset is known as ____________.

--Outlier

12. ______________ is given a system of rewards and punishments.

--Reinforcement…

13. Which learning would you suggest the user for grouping customers into distinct categories (Clustering)?

--Unsupervised

14. _____________ aids in identifying the associations, correlations, and frequent patterns in data.

--Associations Rule..

15. The field of study that gives computers the ability to learn without being explicitly programmed is ___________.

-ML