Human beings are one among many creatures that inhabit an imagined world. In this imagined world, some creatures are cruel. If in this imagined world, it is given that the statement “Some human beings are not cruel creatures” is FALSE, then which of the following set of statement(s) can be logically inferred with certainty?
(i) All human beings are cruel creatures.
(ii) Some human beings are cruel creatures.
(iii) Some creatures that are cruel are human beings.
(iv) No human beings are cruel creatures.
Let $H$ = set of human beings, $C$ = set of cruel creatures. The given false statement is
\[ \text{“Some human beings are not cruel”} \;\equiv\; \exists x\,(x\in H \land x\notin C). \] Its being false means the negation is true:
\[ \neg\exists x\,(x\in H \land x\notin C) \;\equiv\; \forall x\,(x\in H ⇒ x\in C). \] Hence \(\boxed{H \subseteq C}\). Also, the stem explicitly implies humans exist (“Human beings are one among many creatures that inhabit the world”). Finally, we are told \(\exists\) cruel creatures (“some creatures are cruel”). Now test each claim:
(i) All human beings are cruel creatures. This is precisely \(\forall x\,(x\in H⇒ x\in C)\). \(⇒\) True.
(ii) Some human beings are cruel creatures. Since $H\neq\varnothing$ (humans inhabit the world) and $H\subseteq C$, there exists at least one $h\in H\cap C$. \(⇒\) True.
(iii) Some creatures that are cruel are human beings. From (ii), the witness $h$ is both human and cruel, hence \(C\cap H\neq\varnothing\). \(⇒\) True.
[4pt] (iv) No human beings are cruel creatures. This would be \(H\cap C=\varnothing\), contradicting (ii)/(iii). \(⇒\) False.
Therefore, exactly (i), (ii), (iii) follow with certainty.
\[ \boxed{\text{Answer: (D)}} \]
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
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:
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 | |