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Predict with a selected modle #421

xinwei-sher started this conversation in Ideas
Predict with a selected modle #421
@xinwei-sher xinwei-sher
Jun 24, 2021 · 1 comments · 5 replies
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@xinwei-sher
xinwei-sher Jun 24, 2021

The predict function uses the best model from AutoML. I'm interested to see the predictions from other models as well. Is there any way to select one of the other models and use it for prediction? Thanks.

"predict(self, X)
Computes predictions from AutoML best model."

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@pplonski
pplonski Jun 25, 2021
Maintainer

To compute predictions from selected model you need to change the model name in the best_model.txt file, then reload the AutoML and compute predictions. It is very ugly approach. I've added issue to add such functionality to select model for predictions: #423
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@elcolie

elcolie Jun 25, 2021

I don't have best_model.txt. Where I can find it?
@elcolie

elcolie Jun 25, 2021

I think I found it. It is params.json. Then looking for best_model
@pplonski

pplonski Jun 25, 2021
Maintainer

@elcolie you are right, it is in params.json with key best_model. Sorry for confusion. Please let me know if it works.
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