Dear all
I have a question about the lesson 4 if anyone could help explain
I am trying to implement the concept to practice on a kaggle competition,
which I suppose is also time series
In the lesson, we are trying to predict multiple target into the future (2 weeks)
What should I do if I only have a single target for each label, something like
Training Set (Let say the target is the avg sales of that store / how well the store is doing)
Store 1 Day 1 Sales 10000,
Store 1 Day 2 Sales 7000,
Store 1 Day 3 Sales 5000, Label 1 Training Target = 7333
Store 2 Day 1 Sales 1000,
Store 2 Day 2 Sales 2000,
Store 2 Day 3 Sales 1500,
Store 2 Day 4 Sales 2050, Label 2 Training Target = 1637
Test Set ( Trying to output a single feature from all of the time series of Store 3 )
Store 3 Day 1 Sales 1000,
Store 3 Day 2 Sales 2000,
Store 3 Day 3 Sales 1500, Label 3 Test Target = ????
Right now What I’m doing is copying the target into every row in the training set
Training Set
Store 1 Day 1 Sales 10000, Label 1 Training Target = 7333
Store 1 Day 2 Sales 7000, Label 1 Training Target = 7333
Store 1 Day 3 Sales 5000, Label 1 Training Target = 7333
Store 2 Day 1 Sales 1000, Label 2 Training Target = 1637
Store 2 Day 2 Sales 2000, Label 2 Training Target = 1637
Store 2 Day 3 Sales 1500, Label 2 Training Target = 1637
Store 2 Day 4 Sales 2050, Label 2 Training Target = 1637
And even on training the results is pretty bad