I have tried a linear regression model for the same data, Since the regression line is continuous i'm not sure if it works to predict the outcome values for next 15 days, or for a given period of time!
Are there any models to be considered?
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Sign up to join this communityI have tried a linear regression model for the same data, Since the regression line is continuous i'm not sure if it works to predict the outcome values for next 15 days, or for a given period of time!
Are there any models to be considered?
If its a timer series data, then according to me you should go for RNN based model, typically LSTM.
Also you are looking an output for next "n" days, in this case you have to develop "Multi-Step LSTM Models".
Please refer a very good link on TimeSeries problems
Also you can refer TensoFlow code of very basic timeseries problem on github.
Note: Please modify code for Multi Step problem.