CODEWITHSUNDEEP
pythonpandasarima
Eric Alves
Eric Alves

Reputation: 101

Convert or edit arima model result

I have an arima model to make the prediction stored in the model variable.

type(model)
pmdarima.arima.arima.ARIMA

model
ARIMA(order=(0, 1, 0), scoring_args={}, seasonal_order=(0, 1, 1, 12),
  suppress_warnings=True, with_intercept=False)

with this value I need to make some removals so that it stays in a way that I can use it elsewhere. EX

model
order=(0, 1, 0), seasonal_order=(0, 1, 1, 12), suppress_warnings=True

How can I make this change ? model can be converted to string if needed

Upvotes: 0

Views: 189

Answers (1)

cilopez
cilopez

Reputation: 75

If you want to save your ARIMA model results, you can use the method:

model = ARIMA(X, order=(1,1,1))
# save model
model_fit.save('model.pkl')
# load model
loaded = ARIMAResults.load('model.pkl')

Jason Brownlee wrote about this on his blog , maybe you can check it:

https://machinelearningmastery.com/save-arima-time-series-forecasting-model-python/

Upvotes: 1

Related Questions