In our previous articles, we discussed equal-width discretization and equal-frequency discretization. We can also perform discretization or binning using custom bin values. This type of discretization is called custom discretization. For example, let’s read the...
What is equal frequency discretization? Let’s say a column in a dataset contains continuous numerical values, such as age, weight, price, etc. Now, we want to convert the continuous numerical values into discrete intervals. This process of converting continuous...
What is equal-width discretization? Let’s say a column in a dataset contains continuous numerical values, such as age, weight, price, etc. Now, we want to convert the continuous numerical values into discrete intervals. This process of converting continuous numerical...
In Python, we can use the pandas.DataFrame.describe() function to get the statistical summary of data in a dataset. In this article, we will use pandas to read from a CSV file and then, print the statistical summary of the dataset using the pandas.DataFrame.describe()...
We can use the pandas.DataFrame.dtypes property to print the data types of each attribute of a dataset. In this article, we will read from a CSV file and then, use the pandas.DataFrame.dtypes property to print the data types of each attribute of the dataset. We can...
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