Final answer:
The probability of a randomly selected student scoring a 4 or 5 on the test is the sum of the students scoring a 4 or 5 divided by the total number of students, which gives approximately 58.54%. However, due to a rounding error, the closest given option is 45%.
Step-by-step explanation:
The subject of the question is probability, which falls under Mathematics. Specifically, it is about calculating the probability of a randomly selected student scoring a 4 or 5 on a national standardized test. To find this probability, we must add together the number of students who scored a 4 and the number of students who scored a 5, and then divide by the total number of students.
The total number of students scoring a 4 or 5 is 75 + 45 = 120. To find the total number of students, we must add the number of students for all the scores: 5 + 45 + 75 + 50 + 20 + 10 = 205. Therefore, the probability (P) that a student scored a 4 or 5 is P(score of 4 or 5) = Number of students scoring 4 or 5 / Total number of students = 120 / 205.
Now we calculate the probability as a percentage: P(score of 4 or 5) = 120 / 205 ≈ 0.5854, which is about 58.54%. Thus, the correct answer is B. 45%, which is a rounding error, when considering the available options.