public async Task TrainSvm()
{
try
{
if (currentSet == null)
{
throw new ArgumentNullException(nameof(currentSet));
}
IArffDataSet dataSet = currentSet;
MachineSentiment machine = await MachineSentiment.Train(dataSet, CancellationToken.None).ConfigureAwait(false);
machine.Save(SvmPath);
LoadSvm();
log.LogInformation("SVM Training Completed...");
}
catch (Exception ex)
{
log.LogError(ex, "Error");
throw;
}
}
private void LoadSvm()
{
log.LogInformation("Loading SVM vectors...");
Model = MachineSentiment.Load(SvmPath);
}
