Although the bug only occurred in one particular setting (otherwise I would have caught it earlier), I do recommend to retrain the networks.
One disadvantage of your approach to soft evidence is that you will need to perform inference multiple times, but that may not be a problem.
Very long training Time with smaller network
Thank you for your updates. For Batch Training I am using smile.net. This one is not updated yet.
But I will start training of the same network with the same data now and will let you know how much the improovements are in this sample. I don't know how much it can take. This network took the last time 1800 minutes.
But I will start training of the same network with the same data now and will let you know how much the improovements are in this sample. I don't know how much it can take. This network took the last time 1800 minutes.
Hello Marc,
I want to let you know, that the Genie Training is now finished.
The networks, Training data, computer usage - everything was the same.
Old Training Time: 1864 minutes
New Training time: 1348 minutes
It is an improvement of 28%. This way I will get about every third network training for free
If you know a way to improve the em-algorithm even further, I would really appreciate it. Once You have a new version I will rerun the same tests.
Thank you very much!
Christian
I want to let you know, that the Genie Training is now finished.
The networks, Training data, computer usage - everything was the same.
Old Training Time: 1864 minutes
New Training time: 1348 minutes
It is an improvement of 28%. This way I will get about every third network training for free
If you know a way to improve the em-algorithm even further, I would really appreciate it. Once You have a new version I will rerun the same tests.
Thank you very much!
Christian
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