Quantcast
Channel: Data Science, Analytics and Big Data discussions - Latest topics
Viewing all articles
Browse latest Browse all 4448

How to build a triple exponential smoothing model for forecasting?

$
0
0

@kevin_aldwin wrote:

Hi Analytics Vidhya,

I have a machine learning problem that involves predicting the occupancy of hotel rooms based on historical hotel occupancy data.

Here’s a snippet of the CSV file for one of the hotel rooms:

Picture1dummyset

So my question is, since I know this data set has elements of trend and seasonality and that Triple Exponential smoothing(Holt-Winters) would be the most optimal approach, how could I adapt the code in the Guide(https://www.analyticsvidhya.com/blog/2018/02/time-series-forecasting-methods/) to appropriately forecast future Room occupancy based on the format of my data-set.

Any python Code would be greatly appreciated!

Posts: 1

Participants: 1

Read full topic


Viewing all articles
Browse latest Browse all 4448

Trending Articles