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There are notes on multiclass model in Ch 7 #168

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juliasilge opened this issue Nov 12, 2021 · 2 comments
Open

There are notes on multiclass model in Ch 7 #168

juliasilge opened this issue Nov 12, 2021 · 2 comments

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@juliasilge
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Sometimes we get some notes about convergence for the glmnet model in Ch 7 (only the multiclass model, I think). They look like this:

Warning message:
This tuning result has notes. Example notes on model fitting include:
preprocessor 1/1, model 1/1: from glmnet Fortran code (error code -99); Convergence for 99th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned
preprocessor 1/1, model 1/1: from glmnet Fortran code (error code -53); Convergence for 53th lambda value not reached after maxit=100000 iterations; solutions for larger lambdas returned 
@EmilHvitfeldt
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I suspect this is due to the unbalanced nature of the classes. I think we should try doing a LIGHT upsample

@EmilHvitfeldt
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We have temporarily disabled printing of the tune results to avoid showing these errors 880387c

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