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
ANNs though process huge data but the relationships they build are unclear..e.g. they lack physical concepts and relations and thats why sometimes referred as black box models...mystery models
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