Random Forest Algorithm Advantages and Disadvantages

Dhiraj K
Nov 22, 2020

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Every algorithm has advantages and disadvantages

Advantages:

1. Random Forest algorithm is less prone to overfitting than Decision Tree and other algorithms
2. Random Forest algorithm outputs the importance of features which is a very useful

Disadvantages:

1. Random Forest algorithm may change considerably by a small change in the data.
2. Random Forest algorithm computations may go far more complex compared to other algorithms.

End Notes:

I hope you liked this post. For Top 5 Random Forest Algorithm Advantages and Disadvantages, you may like to watch the below video…

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Dhiraj K

Data Scientist & Machine Learning Evangelist. I like to mess with data. dhiraj10099@gmail.com