What is the advantage of Artificial Neural Network against regression techniques
The main advantages of using Artificial Neural Networks (ANN) include: it can handle large amount of data sets; it has the ability to implicitly detect complex nonlinear relationships between dependent and independent variables; it has ability to detect all possible interactions between predictor variables; etc.
https://link.springer.com/article/10.1186/1472-6947-5-3 https://www.researchgate.net/post/Can_anyone_explain_how_a_neural_network_model_is_better_than_a_regression_model
Article Advantages and Disadvantages of Using Artificial Neural Netw...
This mainly depends on your task. Hence, I recommend you to test both methods to form the right conclusion.
HTH.
Dr. Samer Sarsam
thank you for answering , i have tested both methods
almost same result but there were some differences in the moderators testing
Amani Mahmood Aljassmi
You need to test the two algorithms under e.g., 10-fold cross-validation. If you found that they have almost same result, that means there is NO advantage, in your case, behind using Artificial Neural Network against regression techniques.
Dr. Samer Sarsam
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