Giters

AutoViML / Auto_TS

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Time Series Classification

shamilnabiyev opened this issue · comments

commented

Does Auto_TS support Time Series Classification tasks?

commented

Hi @shamilnabiyev 👍
Can you provide an example data set that you are working with if possible (a link or GitHub)?
Thanks
AutoViML

commented

Hey, @AutoViML

I'd like to use Auto_TS on these datasets:

commented

Hi @shamilnabiyev 👍
Your links are good. I think it will work without any changes. Just use "ML" option only on Auto_TS. The rest of the options such as ARIMA etc were not designed to work with regression problems.
So please try it first and post any errors or results that you get.
Thanks
AutoViML

commented

Hi @AutoViML
I've already tested the Auto_TS on some datasets to predict the values (regression) and it works well. According to the documentation, the auto_timeseries class supports only two score types, RMSE and Normalized RMSE, which are applicable to regression tasks. I'm wondering how can I use Accuracy and F1 Score on the auto_timeseries class?

commented

Hi @shamilnabiyev 👍
yes you can try that and see. I tested one of your datasets and it was not even a time series dataset since it did not have a date-time column! I am not sure how I can help you at this point
Autovimal