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Machine Learning Techniques(MLT) · Quiz 1 · Sep 2025

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Question 218 MCQ · 5.0 marks

How many test requirements are there for All-Uses-Coverage for variable x?
  1. 4
  2. 5
  3. 6
  4. 7

A published solution is not available for this question yet.

Question 219 MCQ · 5.0 marks

[[IMAGE:2e54158ca07e9028_1_0]]
Source diagram or notation
  1. 6
  2. 7
  3. 8
  4. 9       **Business Analytics** **Section Id :** 640653106051 **Section Number :** 13 **Section type :** Online **Mandatory or Optional :** Mandatory **Number of Questions :** 7 **Number of Questions to be attempted :** 7 **Section Marks :** 20 **Display Number Panel :** Yes **Section Negative Marks :** 0 **Group All Questions :** No **Enable Mark as Answered Mark for Review and** No **Clear Response :** **Section Maximum Duration :** 0 **Section Minimum Duration :** 0 **Section Time In :** Minutes **Maximum Instruction Time :** 0

A published solution is not available for this question yet.

Question 221 MCQ · 1.0 marks

Latent demand in a demand-response curve is the area obtained when?
  1. Price is reduced below the identified optimal price
  2. Price is increased beyond the identified optimal price
  3. The optimal price is increased beyond the maximum available price
  4. Quantity is reduced below the identified optimal quantity

A published solution is not available for this question yet.

Question 222 MSQ · 1.0 marks

Which of the following distributions is/are Symmetric in nature (choose all that are applicable)?
  1. Standard Normal distribution
  2. Standard Binomial distribution
  3. Uniform distribution
  4. Poisson distribution

A published solution is not available for this question yet.

Question 223 NAT · 1.0 marks

**(The following is a purely imaginary scenario)** An insurance company believes that people can be divided into two classes: “Class-1: Those who are accident prone” and “Class-2: Those who are not accident prone”. The company’s statistics show that an accident-prone person will have an accident at sometime within a fixed 1-year period with probability 0.4, whereas this probability decreases to 0.2 for a person who is not accident prone. It is assumed that 30 percent of the human population is accident prone. Given this information, answer the sub-questions.
What is the probability that a new policyholder will have an accident within a year of purchasing a policy? (Note: Enter the answer **rounded to two decimal places**. For example, if the answer is “1.235”, **then enter it as “1.24”**)

    A published solution is not available for this question yet.

    Question 224 NAT · 1.0 marks

    **(The following is a purely imaginary scenario)** An insurance company believes that people can be divided into two classes: “Class-1: Those who are accident prone” and “Class-2: Those who are not accident prone”. The company’s statistics show that an accident-prone person will have an accident at sometime within a fixed 1-year period with probability 0.4, whereas this probability decreases to 0.2 for a person who is not accident prone. It is assumed that 30 percent of the human population is accident prone. Given this information, answer the sub-questions.
    Suppose you learn that a new policyholder has an accident within a year of purchasing a policy. Then, what is the probability that the person is accident prone? (Note: Enter the answer **rounded to** **two decimal places**. For example, if the answer is “1.235”, **then enter it as “1.24”)**

      A published solution is not available for this question yet.

      Question 225 NAT · 1.0 marks

      **(The following is a purely imaginary scenario)** An insurance company believes that people can be divided into two classes: “Class-1: Those who are accident prone” and “Class-2: Those who are not accident prone”. The company’s statistics show that an accident-prone person will have an accident at sometime within a fixed 1-year period with probability 0.4, whereas this probability decreases to 0.2 for a person who is not accident prone. It is assumed that 30 percent of the human population is accident prone. Given this information, answer the sub-questions.
      The insurance company has to pay an insurance fee of Rs. 10 per accident if the accident happens in the first year. If the company has sold 1000 insurances in total, then how much money (in Rs.) will it expect to pay at the end of the first year for Class-2 people? (Note: Enter the answer **rounded** **to two decimal places**. For example, if the answer is “Rs. 1.235”, **then enter it as “1.24”)**

        A published solution is not available for this question yet.

        Question 226 NAT · 1.0 marks

        **(The following is a purely imaginary scenario)** The demand for ice creams at different prices in the supermarket at IITM is specified in Table-1. Given this data, answer the subquestions (Note: For all the sub-questions, round your answer to two decimal places. Eg: If your answer is 10.256, then round it to 10.26) [[IMAGE:2e54158ca07e9028_4_1]]
        If a linear demand-response curve is fit for the data in Table-1, what is the satiating price for ice creams? (Note: Enter the answer **rounded to two decimal places**. For example, if the answer is “1.235”, **then enter it as “1.24”)**
        Source diagram or notation

          A published solution is not available for this question yet.

          Question 227 NAT · 1.0 marks

          **(The following is a purely imaginary scenario)** The demand for ice creams at different prices in the supermarket at IITM is specified in Table-1. Given this data, answer the subquestions (Note: For all the sub-questions, round your answer to two decimal places. Eg: If your answer is 10.256, then round it to 10.26) [[IMAGE:2e54158ca07e9028_4_1]]
          If a linear demand-response curve is fit for the data in Table-1, what is the market size for ice creams? (Note: Enter the answer **rounded to two decimal places**. For example, if the answer is “1.235”, **then enter it as “1.24”)**
          Source diagram or notation

            A published solution is not available for this question yet.

            Question 228 NAT · 1.0 marks

            **(The following is a purely imaginary scenario)** The demand for ice creams at different prices in the supermarket at IITM is specified in Table-1. Given this data, answer the subquestions (Note: For all the sub-questions, round your answer to two decimal places. Eg: If your answer is 10.256, then round it to 10.26) [[IMAGE:2e54158ca07e9028_4_1]]
            What is the elasticity of the linear demand-response curve, when the price is Rs. 35? (Note: Enter the answer **rounded to two decimal places**. For example, if the answer is “1.235”, **then enter it as** **“1.24”)**
            Source diagram or notation

              A published solution is not available for this question yet.

              Question 229 NAT · 1.0 marks

              **(The following is a partially imaginary scenario)** The BA discourse is often cluttered with queries / requests related to solutions for Past Year Question Papers (PYQP). The course instructor, Dr. Milo, had been informing that students need to put in effort to find solutions by searching the discourse. However, the results seem to be disappointing. Therefore, Dr. Milo wanted to do a few basic analytics on discourse behaviour of students. Past student data was collected for the analysis. Past data was collected for the BA terms in Jan-2022, May-2022, Sep-2022, Jan-2023, May-2023 and Sep-2023. For each term, 150 randomly selected unique student IDs were sampled. Of the 150 student IDs, 75 were “Male” and the remaining were “Female”. The learners in the discourse have either “followed the instructions” or “not followed the instructions” or “have not accessed the discourse at all” (these three are referred to as access categories). Specifically, for the sample data in the different terms (in sequence of earliest term to later term i.e. Jan-2022 to Sep-2023) it was observed that 1. For the **Male** sample: 30, 20, 35, 35, 45 and 35 had **not followed** the instructions respectively in each term (i.e 30 male learners had not followed the instructions in Jan-2022 term and so on) 2. For the **Male** sample: 20, 10, 15, 15, 15 and 10 had **not accessed discourse** at all respectively in each term (i.e 20 male learners had not accessed discourse at all in Jan-2022 term and so on) 3. For the **female** sample: 15, 22, 33, 25, 20 and 20 had **followed** the instructions respectively in each term (i.e 15 female learners had followed the instructions in Jan-2022 term and so on) 4. For the **female** sample: 30, 20, 25, 25, 25 and 10 had **not accessed discourse** at all respectively in each term (i.e 30 female learners had not accessed discourse at all in Jan-2022 term and so on) Moreover, Dr. Milo assumes **that all learners in the “followed the instructions” category** are Uniformly distributed between 4 and 75. A total of 6 bins of equal area are created for performing the appropriate statistical test. Each term is a sample point. Given this information, answer the
              What is the probability that a specific term will fall in Bin-4 when performing the hypothesis test to check if Dr. Milo’s assumption that all learners in the “followed the instructions” category are Uniformly distributed? (Note: Enter the answer **rounded to two decimal places.** For example, if the answer is “0.235”, **then enter it as “0.24”)**

                A published solution is not available for this question yet.

                Question 230 NAT · 1.0 marks

                **(The following is a partially imaginary scenario)** The BA discourse is often cluttered with queries / requests related to solutions for Past Year Question Papers (PYQP). The course instructor, Dr. Milo, had been informing that students need to put in effort to find solutions by searching the discourse. However, the results seem to be disappointing. Therefore, Dr. Milo wanted to do a few basic analytics on discourse behaviour of students. Past student data was collected for the analysis. Past data was collected for the BA terms in Jan-2022, May-2022, Sep-2022, Jan-2023, May-2023 and Sep-2023. For each term, 150 randomly selected unique student IDs were sampled. Of the 150 student IDs, 75 were “Male” and the remaining were “Female”. The learners in the discourse have either “followed the instructions” or “not followed the instructions” or “have not accessed the discourse at all” (these three are referred to as access categories). Specifically, for the sample data in the different terms (in sequence of earliest term to later term i.e. Jan-2022 to Sep-2023) it was observed that 1. For the **Male** sample: 30, 20, 35, 35, 45 and 35 had **not followed** the instructions respectively in each term (i.e 30 male learners had not followed the instructions in Jan-2022 term and so on) 2. For the **Male** sample: 20, 10, 15, 15, 15 and 10 had **not accessed discourse** at all respectively in each term (i.e 20 male learners had not accessed discourse at all in Jan-2022 term and so on) 3. For the **female** sample: 15, 22, 33, 25, 20 and 20 had **followed** the instructions respectively in each term (i.e 15 female learners had followed the instructions in Jan-2022 term and so on) 4. For the **female** sample: 30, 20, 25, 25, 25 and 10 had **not accessed discourse** at all respectively in each term (i.e 30 female learners had not accessed discourse at all in Jan-2022 term and so on) Moreover, Dr. Milo assumes **that all learners in the “followed the instructions” category** are Uniformly distributed between 4 and 75. A total of 6 bins of equal area are created for performing the appropriate statistical test. Each term is a sample point. Given this information, answer the
                What will be the expected frequency in Bin-2 when performing the hypothesis test to check if Dr. Milo’s assumption that all learners in the “followed the instructions” category are Uniformly distributed? (Note: Enter the answer **rounded to two decimal places**. For example, if the answer is “1.235”, **then enter it as “1.24”**)

                  A published solution is not available for this question yet.

                  Question 231 NAT · 3.0 marks

                  **(The following is a partially imaginary scenario)** The BA discourse is often cluttered with queries / requests related to solutions for Past Year Question Papers (PYQP). The course instructor, Dr. Milo, had been informing that students need to put in effort to find solutions by searching the discourse. However, the results seem to be disappointing. Therefore, Dr. Milo wanted to do a few basic analytics on discourse behaviour of students. Past student data was collected for the analysis. Past data was collected for the BA terms in Jan-2022, May-2022, Sep-2022, Jan-2023, May-2023 and Sep-2023. For each term, 150 randomly selected unique student IDs were sampled. Of the 150 student IDs, 75 were “Male” and the remaining were “Female”. The learners in the discourse have either “followed the instructions” or “not followed the instructions” or “have not accessed the discourse at all” (these three are referred to as access categories). Specifically, for the sample data in the different terms (in sequence of earliest term to later term i.e. Jan-2022 to Sep-2023) it was observed that 1. For the **Male** sample: 30, 20, 35, 35, 45 and 35 had **not followed** the instructions respectively in each term (i.e 30 male learners had not followed the instructions in Jan-2022 term and so on) 2. For the **Male** sample: 20, 10, 15, 15, 15 and 10 had **not accessed discourse** at all respectively in each term (i.e 20 male learners had not accessed discourse at all in Jan-2022 term and so on) 3. For the **female** sample: 15, 22, 33, 25, 20 and 20 had **followed** the instructions respectively in each term (i.e 15 female learners had followed the instructions in Jan-2022 term and so on) 4. For the **female** sample: 30, 20, 25, 25, 25 and 10 had **not accessed discourse** at all respectively in each term (i.e 30 female learners had not accessed discourse at all in Jan-2022 term and so on) Moreover, Dr. Milo assumes **that all learners in the “followed the instructions” category** are Uniformly distributed between 4 and 75. A total of 6 bins of equal area are created for performing the appropriate statistical test. Each term is a sample point. Given this information, answer the
                  What is the value of the computed test statistic which will be used to check if Dr. Milo’s assumption that all learners in the “followed the instructions” category are Uniformly distributed? (Note: Enter the answer **rounded to two decimal places**. For example, if the answer is “1.235”, **then enter it as** **“1.24”**)

                    A published solution is not available for this question yet.

                    Question 232 NAT · 1.0 marks

                    **(The following is a partially imaginary scenario)** The BA discourse is often cluttered with queries / requests related to solutions for Past Year Question Papers (PYQP). The course instructor, Dr. Milo, had been informing that students need to put in effort to find solutions by searching the discourse. However, the results seem to be disappointing. Therefore, Dr. Milo wanted to do a few basic analytics on discourse behaviour of students. Past student data was collected for the analysis. Past data was collected for the BA terms in Jan-2022, May-2022, Sep-2022, Jan-2023, May-2023 and Sep-2023. For each term, 150 randomly selected unique student IDs were sampled. Of the 150 student IDs, 75 were “Male” and the remaining were “Female”. The learners in the discourse have either “followed the instructions” or “not followed the instructions” or “have not accessed the discourse at all” (these three are referred to as access categories). Specifically, for the sample data in the different terms (in sequence of earliest term to later term i.e. Jan-2022 to Sep-2023) it was observed that 1. For the **Male** sample: 30, 20, 35, 35, 45 and 35 had **not followed** the instructions respectively in each term (i.e 30 male learners had not followed the instructions in Jan-2022 term and so on) 2. For the **Male** sample: 20, 10, 15, 15, 15 and 10 had **not accessed discourse** at all respectively in each term (i.e 20 male learners had not accessed discourse at all in Jan-2022 term and so on) 3. For the **female** sample: 15, 22, 33, 25, 20 and 20 had **followed** the instructions respectively in each term (i.e 15 female learners had followed the instructions in Jan-2022 term and so on) 4. For the **female** sample: 30, 20, 25, 25, 25 and 10 had **not accessed discourse** at all respectively in each term (i.e 30 female learners had not accessed discourse at all in Jan-2022 term and so on) Moreover, Dr. Milo assumes **that all learners in the “followed the instructions” category** are Uniformly distributed between 4 and 75. A total of 6 bins of equal area are created for performing the appropriate statistical test. Each term is a sample point. Given this information, answer the
                    How many degrees of freedom is present for the hypothesis test used to check if Dr. Milo’s assumption that all learners in the “followed the instructions” category are Uniformly distributed?

                      A published solution is not available for this question yet.

                      Question 233 NAT · 2.0 marks

                      **(The following is a purely imaginary scenario)** A company sells two products (A and B) in four different marketplaces. In the first marketplace, the sales are made at the Forenoon (FN). In the second marketplace, sales are made during the Afternoon (AN). In the third marketplace, sales are made during the Evening (E). In the fourth marketplace, sales are made during the Night (N). Table-2 provides the data on the sales in the four marketplaces for the two products in the first 5 days on January 2023. Using this data, answer the given subquestions. [[IMAGE:2e54158ca07e9028_8_2]]
                      The question of whether total sales in different marketplaces for product A and total sales in different marketplaces for product B are independent across the different days is being checked. Then what is the expected frequency for “Product-B” on “03-01-2025”? (Note: Enter the answer **rounded to two decimal places**. For example, if the answer is “1.235”, **then enter it as “1.24”**)
                      Source diagram or notation

                        A published solution is not available for this question yet.

                        Question 234 NAT · 3.0 marks

                        **(The following is a purely imaginary scenario)** A company sells two products (A and B) in four different marketplaces. In the first marketplace, the sales are made at the Forenoon (FN). In the second marketplace, sales are made during the Afternoon (AN). In the third marketplace, sales are made during the Evening (E). In the fourth marketplace, sales are made during the Night (N). Table-2 provides the data on the sales in the four marketplaces for the two products in the first 5 days on January 2023. Using this data, answer the given subquestions. [[IMAGE:2e54158ca07e9028_8_2]]
                        The question of whether total sales in different marketplaces for product A and total sales in different marketplaces for product B are independent across the different days is being checked. Then what is the value of the computed test statistic? (Note: Enter the answer **rounded to two** **decimal places**. For example, if the answer is “1.235”, **then enter it as “1.24”)**
                        Source diagram or notation

                          A published solution is not available for this question yet.

                          Question 235 NAT · 1.0 marks

                          **(The following is a purely imaginary scenario)** A company sells two products (A and B) in four different marketplaces. In the first marketplace, the sales are made at the Forenoon (FN). In the second marketplace, sales are made during the Afternoon (AN). In the third marketplace, sales are made during the Evening (E). In the fourth marketplace, sales are made during the Night (N). Table-2 provides the data on the sales in the four marketplaces for the two products in the first 5 days on January 2023. Using this data, answer the given subquestions. [[IMAGE:2e54158ca07e9028_8_2]]
                          The question of whether total sales in different marketplaces for product A and total sales in different marketplaces for product B are independent across the different days is being checked. Then what is the number of degrees of freedom for the test? (Note: Enter the answer **rounded to** **two decimal places**. For example, if the answer is “1.235”, **then enter it as “1.24”**)
                          Source diagram or notation

                            A published solution is not available for this question yet.