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https://issues.apache.org/jira/browse/IGNITE-9124?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16563666#comment-16563666
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Oleg Ignatenko commented on IGNITE-9124:
----------------------------------------

re-running coverage after cleaning up initially listed dead code helped to 
discover yet another piece of dead code: 
[LabeledVectorDouble|https://github.com/apache/ignite/blob/master/modules/ml/src/main/java/org/apache/ignite/ml/structures/LabeledVectorDouble.java].
 This class was initially created per IGNITE-5218 for use in 
ColumnDecisionTreeTrainerTest and BaseDecisionTreeTest that were in turn 
removed per IGNITE-8059

> Remove some dead code in math.exceptions and optimization packages of ML 
> module
> -------------------------------------------------------------------------------
>
>                 Key: IGNITE-9124
>                 URL: https://issues.apache.org/jira/browse/IGNITE-9124
>             Project: Ignite
>          Issue Type: Task
>          Components: ml
>    Affects Versions: 2.6
>            Reporter: Oleg Ignatenko
>            Assignee: Oleg Ignatenko
>            Priority: Major
>             Fix For: 2.7
>
>
> Doing code coverage analysis discovered a bit of unused code:
>  # in package 
> [math.exceptions|https://github.com/apache/ignite/tree/master/modules/ml/src/main/java/org/apache/ignite/ml/math/exceptions]
>  - classes ConvergenceException / MathIllegalStateException, 
> InsufficientDataException, MathIllegalNumberException / 
> NumberIsTooSmallException, NonPositiveDefiniteMatrixException, 
> NonSymmetricMatrixException, NullArgumentException, SingularMatrixException, 
> UnknownProviderException. In very early releases of ML these exceptions were 
> used by some linear algebra code. This code has been very deeply reworked 
> since but outdated exceptions were left hanging unattended, making rather 
> confusing impression of the current API.
>  # in 
> [optimization|https://github.com/apache/ignite/tree/master/modules/ml/src/main/java/org/apache/ignite/ml/optimization]
>  - interface Updater and two classes implementing it: BarzilaiBorweinUpdater 
> and SimpleUpdater. This code has left hanging after cleanup that was made for 
> release 2.5 (IGNITE-8232). Per my discussion with [~dmitrievanthony] (who 
> most actively maintains this package) it would be better to remove this code.
> This task is to remove code mentioned above.



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