Shape of target or y or dependent variable is(,columns)all(rows,)(rows,columns)
Question
Shape of target or y or dependent variable is
(, columns)
all(rows,)
(rows, columns)
Solution
The shape of the target or y or dependent variable in a dataset typically depends on the number of observations (rows) you have.
If you're using a library like pandas in Python, you can get the shape of your target variable using the .shape
attribute.
Here's a step-by-step guide:
-
Let's say your target variable is stored in a pandas DataFrame or Series called
y
. -
To get the shape of
y
, you would use the commandy.shape
. -
The output will be a tuple, where the first element is the number of rows and the second element is the number of columns.
-
For a target variable
y
, you would typically have a single column, so the shape would be(n_rows, )
wheren_rows
is the number of observations in your dataset. -
If
y
has more than one column, the shape would be(n_rows, n_columns)
.
Remember, the shape of your target variable may vary depending on the specific requirements of your machine learning model.
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