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alpha * (l_fit+l_reg) + alpha * (attr_loss + attr_reg) see here should be changed to (l_fit+l_reg) + (1 - alpha) * (attr_loss + attr_reg)
alpha * (l_fit+l_reg) + alpha * (attr_loss + attr_reg)
(l_fit+l_reg) + (1 - alpha) * (attr_loss + attr_reg)
Please also add the following assertions somewhere before the training :) assert 1>=alpha>=0.0
assert 1>=alpha>=0.0
Please also update [this loss function](https://github.com/dice-group/LitCQD/blob/698159eb66188a56ddc4c124ca969f48018b8a75/models/CQDComplExAD.py#L44)
[this loss function](https://github.com/dice-group/LitCQD/blob/698159eb66188a56ddc4c124ca969f48018b8a75/models/CQDComplExAD.py#L44)
alpha * (l_fit + l_reg) + alpha * (attr_loss + attr_reg) + alpha * (desc_loss + desc_reg)
l_fit + l_reg + (alpha * (attr_loss + attr_reg)) + beta * (desc_loss + desc_reg))
where beta is also a hyperparameter parameter.
The text was updated successfully, but these errors were encountered:
fixes Usage of alpha in attribute loss #1
5a4c0ac
renzhonglu11
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alpha * (l_fit+l_reg) + alpha * (attr_loss + attr_reg)
see here
should be changed to
(l_fit+l_reg) + (1 - alpha) * (attr_loss + attr_reg)
Please also add the following assertions somewhere before the training :)
assert 1>=alpha>=0.0
Please also update
[this loss function](https://github.com/dice-group/LitCQD/blob/698159eb66188a56ddc4c124ca969f48018b8a75/models/CQDComplExAD.py#L44)
alpha * (l_fit + l_reg) + alpha * (attr_loss + attr_reg) + alpha * (desc_loss + desc_reg)
l_fit + l_reg + (alpha * (attr_loss + attr_reg)) + beta * (desc_loss + desc_reg))
where beta is also a hyperparameter parameter.
The text was updated successfully, but these errors were encountered: