Due to recent updates, all users are required to create an Altair One account to login to the RapidMiner community. Click the Register button to create your account using the same email that you have previously used to login to the RapidMiner community. This will ensure that any previously created content will be synced to your Altair One account. Once you login, you will be asked to provide a username that identifies you to other Community users. Email us at Community with questions.
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
