[7.x] [ML] adding prediction_field_type to inference config (#55128)#55230
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benwtrent merged 2 commits intoelastic:7.xfrom Apr 15, 2020
Merged
[7.x] [ML] adding prediction_field_type to inference config (#55128)#55230benwtrent merged 2 commits intoelastic:7.xfrom
benwtrent merged 2 commits intoelastic:7.xfrom
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Data frame analytics dynamically determines the classification field type. This field type then dictates the encoded JSON that is written to Elasticsearch. Inference needs to know about this field type so that it may provide the EXACT SAME predicted values as analytics. Here is added a new field `prediction_field_type` which indicates the desired type. Options are: `string` (DEFAULT), `number`, `boolean` (where close_to(1.0) == true, false otherwise). Analytics provides the default `prediction_field_type` when the model is created from the process.
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Backports the following commits to 7.x: