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The feature splitting technique used to split the column to extract more data from the column it is the part of feature construction it doesn't have mathematical rules eg: There are scores of students and we are splitting then as 0-35 one column and 35-80 one column and 80 - 100 one column
Investigate the reasons behind bankruptcy and attempt to identify early warning signs. Perform exploratory data analytics using pandas profiling and apply missing value treatments and oversampling