alteryx / alteryx/evalml

Linear model throws convergence error on city_rev.csv

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bug good first issue performance
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Python
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Descrizione

Preview of the error:
![image](https://user-images.githubusercontent.com/22552445/132767824-2af2d1c6-46ef-49f7-ab06-0e3392615ce0.png)

We've noticed this for several of our perf testing datasets. One in particular was `regress.csv`
Cloudwatch link [here](https://console.aws.amazon.com/cloudwatch/home?region=us-east-1#logsV2:log-groups/log-group/$252Fecs$252Fevalml-test/log-events/ecs$252Fprod-evalml$252F9da7d5e7ccc44ca6a2fdd9c3943d1997)
The warning being printed:
```
2021-09-09T17:33:44.934-04:00 | //.pyenv/versions/3.8.3/lib/python3.8/site-packages/sklearn/linear_model/_logistic.py:763: ConvergenceWarning: lbfgs failed to converge (status=1):
-- | --
  | 2021-09-09T17:33:44.934-04:00 | STOP: TOTAL NO. of ITERATIONS REACHED LIMIT.
  | 2021-09-09T17:33:44.934-04:00 | Increase the number of iterations (max_iter) or scale the data as shown in:
  | 2021-09-09T17:33:44.934-04:00 | https://scikit-learn.org/stable/modules/preprocessing.html
  | 2021-09-09T17:33:44.934-04:00 | Please also refer to the documentation for alternative solver options:
  | 2021-09-09T17:33:44.934-04:00 | https://scikit-learn.org/stable/modules/linear_model.html#logistic-regression
  | 2021-09-09T17:33:44.934-04:00 | n_iter_i = _check_optimize_result(
```

This could be in relation to the Elastic Net models we have.

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