#mlforecast

Title

# mlforecast

m

Matej

10/07/2023, 11:36 AMCan you fit MLforecast object for only one specific horizon, which is not 1?
**Q:** Is there a way to only train model for horizons = 6, the reason might be quicker iteration of models for a specific horizon and then training all horizons after
• (Or this might be achievable simply by appropriate transform, where only lag6 is available and then horizon = 1, is that the correct way to approach this ?)
Thanks and have a great weekend.

Copy code

```
horizon = 6
fcst.fit(
df_train,
static_features=[],
max_horizon=horizon
)
```

• in the above code I understand I train models for all horizons=1,2,3,...,6
j

José Morales

10/10/2023, 3:20 PMHey. I believe you should use lags>=7, so that the lag7 is the lag1 for your desired target. That'd give you an estimate of how good the model would be

nixtlablack 1

👍 1