Percentiles in Machine learning
Percentiles
Percentiles are used in statistics data to provide you a number that expresses the value that a given percent of the values are lower than.
Example:We have an array of the ages of all the people that working in same office
ages = [25,31,43,48,50,41,39,60,52,32,27,46,47,55]
What is 75. percentile? The answer is 48, meaning that 75% of the people are 48 or younger.
Example to use the NumPy percentile() method to find the percentiles:
import numpy
ages = [25,31,43,48,50,41,39,60,52,32,27,46,47,55]
x = numpy.percentile(ages, 75)
print(x)
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