Hi Gio, 

Thanks for your quick response!  

Yes, I have been importing transactions for many years.  However, it seems that 
Gnucash is not getting any better - I have to correct transactions from the 
same source over and over again, month after month.  There is a window that 
appears during the import process (before the transactions are posted in the 
actual account registers) that shows all of the transactions to be imported, 
with check boxes labelled “A” (accept? not sure…), “U+R” (update & reconcile?) 
and “R” (reconcile).  However, I do not know of any way to correct the 
classification of a transaction while it is still in this window (which seems 
like the opportunity to train the classifier).  I end up correcting the 
transactions after they have posted in the account registers, and GnuCash does 
not seem to be learning from this.  

If you (or anyone) knows what I should be doing, please let me know - thanks! 

Cliff

On Jun 15, 2020, at 3:25 AM, Gio Bacareza <gbacar...@gmail.com> wrote:

Hi Cliff,

I also want to first say thanks to all the developers. I am a user and a fan. 
2nd, awesome to meet you Cliff. I love your products too.

I was also looking into an automated way of classifying transactions. I did a 
quick automl using google and have achieved 90%+ accuracy.

However, I wasn't able to use it because I think gnucash does its own and 
requires you to classify them upon import. After a few imports it also 
"learns." So subsequent imports will have these transfer accounts autopopulated.

I hope it helps.

gio



On Mon, Jun 15, 2020 at 5:11 PM Cliff Kushler <ckush...@gmail.com 
<mailto:ckush...@gmail.com>> wrote:
Hello - 

I am a long-time user and fan of GnuCash, and start by offering my gratitude to 
everyone who has contributed to it.  For what it’s worth, I am also a 
co-inventor of T9 and Swype, so perhaps I have contributed something to make 
your life easier too.  

My question is whether there is a tool, technique or strategy to improve the 
accuracy with which GnuCash assigns imported transactions to destination 
accounts.  I import large quantities of credit card transactions, and while 
many of them are assigned to the correct accounts, a very large number of 
repeat transactions (i.e. from the same vendor) are either repeatedly assigned 
to the same wrong category or simply left as “Imbalance-USD”.  I have not been 
able to identify a way to correct them while they are still displayed in the 
initial import window, although I suspect that would be the time to correct 
them.  I go through and manually correct them in the register after importing 
them, but this does not seem to help future classification accuracy.  

Any help would be much appreciated!  I probably should have asked this years 
ago…

Joy & Blessings,

Cliff Kushler
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-- 
cheers,

Gio

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