The 12 musical notes are given as \( C, C^\#, D, D^\#, E, F, F^\#, G, G^\#, A, A^\#, B \). Frequency of each note is \( \sqrt[12]{2} \) times the frequency of the previous note. If the frequency of the note C is 130.8 Hz, then the ratio of frequencies of notes F# and C is:
Step 1: Using the given condition that each frequency is \( \sqrt[12]{2} \) times the frequency of the previous note.
The ratio of the frequencies of any two notes can be expressed as:
\[ \text{Frequency ratio} = \left( \sqrt[12]{2} \right)^n \] where \( n \) is the number of steps between the two notes.
Step 2: Finding the ratio of frequencies of F\# and C.
Since F# is 6 steps away from C in the sequence, we have:
\[ \text{Ratio of frequencies of F\# and C} = \left( \sqrt[12]{2} \right)^6 = \sqrt{2}. \]
An investment company, Win Lose, recruit's employees to trade in the share market. For newcomers, they have a one-year probation period. During this period, the employees are given Rs. 1 lakh per month to invest the way they see fit. They are evaluated at the end of every month, using the following criteria:
1. If the total loss in any span of three consecutive months exceeds Rs. 20,000, their services are terminated at the end of that 3-month period,
2. If the total loss in any span of six consecutive months exceeds Rs. 10,000, their services are terminated at the end of that 6-month period.
Further, at the end of the 12-month probation period, if there are losses on their overall investment, their services are terminated.
Ratan, Shri, Tamal and Upanshu started working for Win Lose in January. Ratan was terminated after 4 months, Shri was terminated after 7 months, Tamal was terminated after 10 months, while Upanshu was not terminated even after 12 months. The table below, partially, lists their monthly profits (in Rs. ‘000’) over the 12-month period, where x, y and z are masked information.
Note:
• A negative profit value indicates a loss.
• The value in any cell is an integer.
Illustration: As Upanshu is continuing after March, that means his total profit during January-March (2z +2z +0) ≥
Rs.20,000. Similarly, as he is continuing after June, his total profit during January − June ≥
Rs.10,000, as well as his total profit during April-June ≥ Rs.10,000.

Here are two analogous groups, Group-I and Group-II, that list words in their decreasing order of intensity. Identify the missing word in Group-II.
Abuse \( \rightarrow \) Insult \( \rightarrow \) Ridicule
__________ \( \rightarrow \) Praise \( \rightarrow \) Appreciate
Figure below shows the scatterplot of training pixels of water (w), sand (s), forest (f) and commercial (c) in bands 1 and 2. Pixel ‘A’ having digital number 4 and 6 in band 1 and band 2, respectively, is to be classified using k-nearest neighbor classifier having the value of k equal to 5. The assigned class for the pixel ‘A’ is ____________

The error matrix resulting from randomly selected test pixels for a classified image is given below.
The Producer’s accuracy of class 1 is % (rounded off to 1 decimal place).
| Reference Data | |||||
|---|---|---|---|---|---|
| Class 1 | Class 2 | Class 3 | Class 4 | ||
| Classified Data | Class 1 | 320 | 8 | 7 | 3 |
| Class 2 | 12 | 270 | 6 | 2 | |
| Class 3 | 9 | 6 | 410 | 5 | |
| Class 4 | 14 | 2 | 3 | 350 | |
The brightness values of four pixels in the input image are shown in the table below. The image is rectified using nearest neighbor intensity interpolation, and the pixel at location (5, 4) in the output image is to be filled with the value from coordinate (5.3, 3.7) in the input image. The brightness value of the pixel at location (5, 4) in the rectified output image is 11. (Answer in integer)
| Location of pixels in input image (Row, Column) | Brightness Value |
|---|---|
| (5, 3) | 9 |
| (5, 4) | 11 |
| (6, 3) | 14 |
| (6, 4) | 12 |