GATE DS&AI 2024 | Question: 8

Question

​​​​​Match the items in Column $1$ with the items in Column $2$ in the following table:

\begin{array}{|l|l|}
\hline \text{Column 1}  & \text{Column 2} \\
\hline \text{(p) Principal Component Analysis} & \text{(i) Discriminative Model} \\
\text{(q) Naïve Bayes Classification} & \text{(ii) Dimensionality Reduction} \\
\text{(r) Logistic Regression} & \text{(iii) Generative Model} \\
\hline
\end{array}

• A. $(\mathrm{p})-(\mathrm{iii}),(\mathrm{q})-(\mathrm{i}),(\mathrm{r})-(\mathrm{ii})$
• B. $(\mathrm{p})-(\mathrm{ii}),(\mathrm{q})-(\mathrm{i}),(\mathrm{r})-(\mathrm{iii})$
• C. $(\mathrm{p})-(\mathrm{ii}),(\mathrm{q})-(\mathrm{iii}),(\mathrm{r})-(\mathrm{i})$
• D. $(\mathrm{p})-(\mathrm{iii}),(\mathrm{q})-(\mathrm{ii}),(\mathrm{r})-(\mathrm{i})$

Answer 1

So, the matching pairs are:

\( (p) \) Principal Component Analysis   matches with \( (ii) \) Dimensionality Reduction  

\( (q) \) Naïve Bayes Classification    matches with \( (iii) \) Generative Model  

\( (r) \) Logistic Regression                 matches with \( (i) \) Discriminative Model  

Therefore, the correct match is:

C. \( (p) \) (ii), \( (q) \) (iii), \( (r) \) - \( (i) \)

Comments

@NarutoUzumaki check last line of your answer.