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[7.6][ML] Validate classification dependent_variable cardinality is a… #51310

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dimitris-athanasiou
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…t lea… (#51232)

Data frame analytics classification currently only supports 2 classes for the
dependent variable. We were checking that the field's cardinality is not higher
than 2 but we should also check it is not less than that as otherwise the process
fails.

Backport of #51232

@elasticmachine
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Pinging @elastic/ml-core (:ml)

…t lea… (elastic#51232)

Data frame analytics classification currently only supports 2 classes for the
dependent variable. We were checking that the field's cardinality is not higher
than 2 but we should also check it is not less than that as otherwise the process
fails.

Backport of elastic#51232
@dimitris-athanasiou dimitris-athanasiou merged commit 749123b into elastic:7.6 Jan 22, 2020
@dimitris-athanasiou dimitris-athanasiou deleted the validate-classification-dep-var-cardinality-at-least-two-7_6 branch January 22, 2020 14:51
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