The Altair Community is migrating to a new platform to provide a better experience for you. In preparation for the migration, the Altair Community is on read-only mode from October 28 - November 6, 2024. Technical support via cases will continue to work as is. For any urgent requests from Students/Faculty members, please submit the form linked here
deep learning
![[Deleted User]](https://us.v-cdn.net/6030995/uploads/defaultavatar/nCCNNSPK1YM69.jpg)
[Deleted User]
Posts: 0 
Newbie
Hi
why deep learning result all the time is the best?
I mean that the accuracy of that is the best.
Thank you
why deep learning result all the time is the best?
I mean that the accuracy of that is the best.
Thank you
0
Best Answer
-
Telcontar120
RapidMiner Certified Analyst, RapidMiner Certified Expert, Member Posts: 1,635 
Unicorn
Deep Learning is a powerful machine learning algorithm that can capture a lot of complex, non-linear relationships so it often does provide good results. However, it doesn't ALWAYS provide the best results, or significantly better results than other methods, but it is significantly more complex. It just depends on the dataset. Sometimes a simpler approach can provide just as much performance and is preferable from a complexity or interpretability perspective.
In general there is no ML algorithm that always delivers the best possible performance. Sometimes this is called the "no free lunch theorem for machine learning" (which you can look up on Wikipedia if you are interested).
3
