Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Data Shift : Identify concept drift in the data #79

Open
anilkumarpanda opened this issue Feb 24, 2021 · 0 comments
Open

Data Shift : Identify concept drift in the data #79

anilkumarpanda opened this issue Feb 24, 2021 · 0 comments
Labels
enhancement New feature or request investigation needed One to do research related to this issue, and share findings

Comments

@anilkumarpanda
Copy link
Contributor

Problem Description

A concept drift happens where the relations between the input and output variables change. So we are not anymore only focusing on X variables or only the Y variable but on the relations between them e.g situations with seasonality.

Desired Outcome
The solution is able to report the chosen metrics across various time windows.

Solution Outline
Use time-series cross validation ?
Requires more research .

Refers #72 comments
@anilkumarpanda anilkumarpanda added the enhancement New feature or request label Feb 24, 2021
@Matgrb Matgrb added the investigation needed One to do research related to this issue, and share findings label Feb 26, 2021
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
enhancement New feature or request investigation needed One to do research related to this issue, and share findings
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
2 participants
@anilkumarpanda @Matgrb