Sunday, January 14, 2018

How to use Ifelse() Function in Vectors of R Programming

A Vectorized if-then-else : The ifelse() Statement
Like the if-then-else construct found in most languages, R also includes a vectorized version, the ifelse() function. This the short form of the traditional IF Else statement.
>ifelse(b,u,v)
where b is a Boolean vector, and u and v are vectors.
The return value is itself a vector; element i is u[i] if b[i] is true, or v[i] if b[i] is false.
Example:
> x <- 1:10
# %% is the mod operator
> y <- ifelse(x %% 2 == 0,5,12) 
> y

[1] 12 5 12 5 12 5 12 5 12 5

Here, we wish to produce a vector in which there is a 5 wherever x is even or a 12 wherever x is odd. So, the actual argument corresponding to the formal argument b is (F,T,F,T,F,T,F,T, F,T). The second actual argument,5, corresponding to u, is treated as (5,5,...)(ten 5s) by recycling. The third argument, 12, is also recycled, to (12,12,...).

Here is another example:
> x <- c(5,2,9,12)
> ifelse(x > 6,2*x,3*x)

[1] 15 6 18 24
We return a vector consisting of the elements of x, either multiplied by 2 or 3, depending on whether the element is greater than 6. The expression x > 6 is a vector of Booleans. If the ith component is true, then the ith element of the return value will be set to the ith element of 2*x; otherwise,it will be set to 3*x[i], and so on.
The advantage of ifelse() over the standard if-then-else construct is that it is vectorized, thus potentially much faster.

if…else statement
The syntax of if…else statement is:
if (test_expression) {
statement1
} else {
statement2
}

The else part is optional and is only evaluated if test_expression is FALSE.
It is important to note that else must be in the same line as the closing braces of the if statement.
Example :
x <- -7
if(x > 0){
print("Non-negative number")
} else {
print("Negative number")
}


Output :
[1] "Negative number"

The above conditional can also be written in a single line as follows.
if(x > 0) print("Non-negative number") else print("Negative number")
This feature of R allows us to write construct as shown below.
> x <- -7
> y <- if(x > 0) 5 else 6
> y
[1] 6


nested if…else
The if…else ladder (if…else…if) statement allows you execute a block of code among more than 2 alternatives
The syntax of if…else statement is:
if ( test_expression1) {
statement1
} else if ( test_expression2) {
statement2
} else if ( test_expression3) {
statement3
} else {
statement4
}

Only one statement will get executed depending upon the test_expressions.
Example :
x <- 0
if (x < 0) {
print("Negative number")
} else if (x > 0) {
print("Positive number")
} else
print("Zero")


Output
[1] "Zero"


-------------------------------------------------------------------------------------------------------
Thanks, TAMATAM ; Business Intelligence & Analytics Professional
-------------------------------------------------------------------------------------------------------- 

No comments:

Post a Comment

Hi User, Thank You for visiting My Blog. Please post your genuine Feedback or comments only related to this Blog Posts. Please do not post any Spam comments or Advertising kind of comments which will be Ignored.