ALL FEATURE REQUESTS HERE ARE MONITORED BY OUR PRODUCT TEAM.
VOTING MATTERS!
IDEAS WITH HIGH NUMBERS OF VOTES (USUALLY ≥ 10) ARE PRIORITIZED IN OUR ROADMAP.
NOTE: IF YOU WISH TO SUGGEST A NEW FEATURE, PLEASE POST A NEW QUESTION AND TAG AS "FEATURE REQUEST". THANK YOU.
VOTING MATTERS!
IDEAS WITH HIGH NUMBERS OF VOTES (USUALLY ≥ 10) ARE PRIORITIZED IN OUR ROADMAP.
NOTE: IF YOU WISH TO SUGGEST A NEW FEATURE, PLEASE POST A NEW QUESTION AND TAG AS "FEATURE REQUEST". THANK YOU.
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.
GA2M Models
Nirr3
Member Posts: 8 Contributor II
Hello,
I am hoping we could add a new type of model to RapidMiner. Specifically GA2M and GAM models. The GA2m have proven to have similar performance to boosted decision trees in dealing with tabular data, while having a higher level of explainability.
adding these explainable types of models will allow people to increase model performance, while being transparent, something that is becoming increasingly important in today’s world
example library of implementation
https://github.com/interpretml/interpret
I am hoping we could add a new type of model to RapidMiner. Specifically GA2M and GAM models. The GA2m have proven to have similar performance to boosted decision trees in dealing with tabular data, while having a higher level of explainability.
adding these explainable types of models will allow people to increase model performance, while being transparent, something that is becoming increasingly important in today’s world
example library of implementation
https://github.com/interpretml/interpret
Tagged:
4