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Update Tune-User-Defined-Function.md (#562)

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Added one more use case of tune.
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Chi Wang
2022-05-26 11:13:08 -07:00
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website/docs/Use-Cases/Tune-User-Defined-Function.md
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1. Your machine learning task is not one of the built-in tasks from `flaml.AutoML`.
1. Your input cannot be represented as X_train + y_train or dataframe + label.
1. You want to tune a function that may not even be a machine learning procedure.
1. The optimization metric is not measurable via validation data only. For example, when you want to directly optimize a downstream application instead of a model accuracy metric.
1. You need to tune a function that may not even be a machine learning procedure.
## Basic Tuning Procedure