In order to apply this algorithm efficiently you must follow certain criteria.
1] The last column of the dataset should contain the target / label classes.
2] Also the last column should be named as "label"
The algorithm uses only numpy & pandas as dependencies
Caution : The efficiency of the model is directly related to the number of label classes you have. A large number of label classes also results an exponential growth in data splitting which is computationally expensive.
Formulas used to calculate Entropy :
