EducationalTestingService / EducationalTestingService/skll

Consider making solver and penalty grid-searchable for LogisticRegression

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enhancement learners sklearn-compatibility
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Python
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Description

[`LogisticRegresssion`](https://scikit-learn.org/dev/modules/generated/sklearn.linear_model.LogisticRegression.html#sklearn.linear_model.LogisticRegression) now supports many solvers:

image

Perhaps we should consider making the `solver` grid-searchable (and perhaps also the `penalty` option)?

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