Bring your best ideas to the AI Use Case Contest! Enter to win 40 hours of expert engineering support and bring your vision to life using the powerful combination of Alteryx + AI. Learn more now, or go straight to the submission form.
community Alteryx IO MyAlteryx
alteryx Community
Search
cancel
Turn on suggestions
Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type.
Showing results for 
Search instead for 
Did you mean: 
Close
Start Free Trial

Alteryx Designer Desktop Discussions

Find answers, ask questions, and share expertise about Alteryx Designer Desktop and Intelligence Suite.

Can someone explain why my Time Series (ARIMA, ETS) are flatlining and how to resolve?

AkisM
10 - Fireball
‎03-01-2024 12:34 AM

I'm attaching my workflow below.

Basically I have monthly sales data for 4 years. I split my dataset to first 2 years and next 2 years using a filter tool.

I try to compare ARIMA to ETS, but both models are flatlining. Can someone assist please?

Time Series Sales forecast.yxzp
Reply
0 Likes
2 REPLIES 2
gawa
16 - Nebula
16 - Nebula
‎03-01-2024 12:56 AM

@AkisM 

By changing configuration related to "seasonal" option, it shows some trend anyway, though I don't fully understand its mechanism😅 

image.png

Predictive_gawa.yxzp
Reply
0 Likes
aatalai
15 - Aurora
‎03-01-2024 03:04 AM

@AkisM an aside but I would suggest only using 6-9 months to test the model and the rest for training rather splitting it 2year and 2 years

Reply
0 Likes
GenAI Contest Form
License admin COmmunity Live
Labels
Top Solution Authors
View All