Concept: Probability of an event = \(\frac{\text{Number of favorable outcomes}}{\text{Total number of possible outcomes}}\).
If an event is certain to happen, its probability is 1.
Step 1: Determine the total number of balls in the bag
Number of white balls = 5
Number of red balls = 7
Total number of balls = Number of white balls + Number of red balls
Total number of balls = \(5 + 7 = 12\).
This is the total number of possible outcomes when one ball is drawn.
Step 2: Identify the event for which probability is to be found
The event is "the ball drawn is either a white ball or a red ball."
Step 3: Determine the number of favorable outcomes
Since the bag only contains white balls and red balls, any ball drawn from the bag will {always} be either white or red.
Number of white balls = 5
Number of red balls = 7
Number of balls that are "either white or red" = \(5 + 7 = 12\).
So, the number of favorable outcomes is 12.
Step 4: Calculate the probability
Probability (either white or red) = \(\frac{\text{Number of favorable outcomes}}{\text{Total number of possible outcomes}}\)
\[ P(\text{either white or red}) = \frac{12}{12} \]
\[ P(\text{either white or red}) = 1 \]
This means the event is a certain event. If you draw a ball, it must be one of the colors present in the bag.
This matches option (3).
{Alternative approach using probability rules:}
Let W be the event of drawing a white ball, and R be the event of drawing a red ball.
\(P(W) = \frac{5}{12}\)
\(P(R) = \frac{7}{12}\)
The events W and R are mutually exclusive (a ball cannot be both white and red at the same time).
The probability of "either W or R" is \(P(W \cup R) = P(W) + P(R)\) for mutually exclusive events.
\(P(W \cup R) = \frac{5}{12} + \frac{7}{12} = \frac{5+7}{12} = \frac{12}{12} = 1\).