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What is the ratio of training dataset, test dataset and validation dataset?

Open tennybritz opened this issue 2 years ago • 3 comments

The experiment worked out pretty well. A good job.

tennybritz avatar Sep 11 '22 11:09 tennybritz

Thanks,in“config_function.py” ,10% of the data set as the test dataset.

navfour avatar Sep 11 '22 11:09 navfour

So there is no validation dataset. Is it because the amount of data is too small?

tennybritz avatar Sep 11 '22 11:09 tennybritz

Sorry, I made a slip of the pen yesterday。In fact, there is no test dataset in this code,the 10% is the percentage of val data. But it can set the test dataset by Additional experiments. For example, we tried to put one year of GDP data points (4 points) out of the dataset. After moedl training , we compare the predictions of this 4 data points ,this 4 piont is the size of test dataset,it can also use other proportions.

navfour avatar Sep 12 '22 07:09 navfour