In our PoC we only train the Machine Learning on the last 1 million rows of the Open Data set of Infrabel.
However, this data set has more than 70 million lines available, we could probably increase the prediction accuracy by using all the data. In order to do this, we need powerful GPU hardware to complete this task.
In our PoC we only train the Machine Learning on the last 1 million rows of the Open Data set of Infrabel.
However, this data set has more than 70 million lines available, we could probably increase the prediction accuracy by using all the data. In order to do this, we need powerful GPU hardware to complete this task.