[jira] [Updated] (SOLR-11863) Add knnRegress Stream Evaluator to support nearest neighbor regression
[
https://issues.apache.org/jira/browse/SOLR-11863?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Joel Bernstein updated SOLR-11863:
--
Attachment: SOLR-11863.patch
> Add knnRegress Stream Evaluator to support nearest neighbor regression
> --
>
> Key: SOLR-11863
> URL: https://issues.apache.org/jira/browse/SOLR-11863
> Project: Solr
> Issue Type: New Feature
> Security Level: Public(Default Security Level. Issues are Public)
>Reporter: Joel Bernstein
>Assignee: Joel Bernstein
>Priority: Major
> Fix For: master (8.0), 7.5
>
> Attachments: SOLR-11863.patch, SOLR-11863.patch, SOLR-11863.patch
>
>
> This ticket adds the knnRegress Stream Evaluator to add support for nearest
> neighbor regression to the Streaming Expressions machine learning library.
> Sample syntax:
> {code:java}
> let(sample=random(collection1, q=":", rows=1, fl="response_d, filesize_d,
> service_d"),
> filesizes=col(sample, filesize_d),
> responses=col(sample, response_d),
> serviceLevels=col(sample, service_d),
> observations=transpose(matrix(filesizes, responses)),
> model=knnRegress(observations, serviceLevels, 10),
> prediction=predict(model, array(36365, 645))){code}
>
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[jira] [Updated] (SOLR-11863) Add knnRegress Stream Evaluator to support nearest neighbor regression
[
https://issues.apache.org/jira/browse/SOLR-11863?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Joel Bernstein updated SOLR-11863:
--
Description:
This ticket adds the knnRegress Stream Evaluator to add support for nearest
neighbor regression to the Streaming Expressions machine learning library.
Sample syntax:
{code:java}
let(sample=random(collection1, q=":", rows=1, fl="response_d, filesize_d,
service_d"),
filesizes=col(sample, filesize_d),
responses=col(sample, response_d),
serviceLevels=col(sample, service_d),
observations=transpose(matrix(filesizes, responses)),
model=knnRegress(observations, serviceLevels, 10),
prediction=predict(model, array(36365, 645))){code}
was:
This ticket adds the knnRegress Stream Evaluator to add support for nearest
neighbor regression to the Streaming Expressions machine learning library.
Sample syntax:
{code:java}
let(sample=random(collection1, q=":", rows=1, fl="response_d, filesize_d,
service_d"),
filesizes=col(sample, filesize_d),
responses=col(sample, response_d),
serviceLevels=col(sample, service_d),
observations=transpose(matrix(filesizes, responses)),
model=knnRegress(observations, serviceLevels),
prediction=predict(model, array(36365, 645))){code}
> Add knnRegress Stream Evaluator to support nearest neighbor regression
> --
>
> Key: SOLR-11863
> URL: https://issues.apache.org/jira/browse/SOLR-11863
> Project: Solr
> Issue Type: New Feature
> Security Level: Public(Default Security Level. Issues are Public)
>Reporter: Joel Bernstein
>Assignee: Joel Bernstein
>Priority: Major
> Fix For: master (8.0), 7.5
>
> Attachments: SOLR-11863.patch, SOLR-11863.patch
>
>
> This ticket adds the knnRegress Stream Evaluator to add support for nearest
> neighbor regression to the Streaming Expressions machine learning library.
> Sample syntax:
> {code:java}
> let(sample=random(collection1, q=":", rows=1, fl="response_d, filesize_d,
> service_d"),
> filesizes=col(sample, filesize_d),
> responses=col(sample, response_d),
> serviceLevels=col(sample, service_d),
> observations=transpose(matrix(filesizes, responses)),
> model=knnRegress(observations, serviceLevels, 10),
> prediction=predict(model, array(36365, 645))){code}
>
--
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[jira] [Updated] (SOLR-11863) Add knnRegress Stream Evaluator to support nearest neighbor regression
[
https://issues.apache.org/jira/browse/SOLR-11863?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Joel Bernstein updated SOLR-11863:
--
Description:
This ticket adds the knnRegress Stream Evaluator to add support for nearest
neighbor regression to the Streaming Expressions machine learning library.
Sample syntax:
{code:java}
let(sample=random(collection1, q=":", rows=1, fl="response_d, filesize_d,
service_d"),
filesizes=col(sample, filesize_d),
responses=col(sample, response_d),
serviceLevels=col(sample, service_d),
observations=transpose(matrix(filesizes, responses)),
model=knnRegress(observations, serviceLevels),
prediction=predict(model, array(36365, 645))){code}
was:
This ticket adds the knnRegress Stream Evaluator to add support for nearest
neighbor regression to the Streaming Expressions machine learning library.
Sample syntax:
{code:java}
let(a=random(collection1, q=":", rows=1, fl="response_d, filesize_d,
service_d"),
filesizes=col(a, filesize_d),
responses=col(a, response_d),
serviceLevels=col(a, service_d),
observations=transpose(matrix(filesizes, responses)),
model=knnRegress(observations, serviceLevels),
prediction=predict(model, array(36365, 645))){code}
> Add knnRegress Stream Evaluator to support nearest neighbor regression
> --
>
> Key: SOLR-11863
> URL: https://issues.apache.org/jira/browse/SOLR-11863
> Project: Solr
> Issue Type: New Feature
> Security Level: Public(Default Security Level. Issues are Public)
>Reporter: Joel Bernstein
>Assignee: Joel Bernstein
>Priority: Major
> Fix For: master (8.0), 7.5
>
> Attachments: SOLR-11863.patch, SOLR-11863.patch
>
>
> This ticket adds the knnRegress Stream Evaluator to add support for nearest
> neighbor regression to the Streaming Expressions machine learning library.
> Sample syntax:
> {code:java}
> let(sample=random(collection1, q=":", rows=1, fl="response_d, filesize_d,
> service_d"),
> filesizes=col(sample, filesize_d),
> responses=col(sample, response_d),
> serviceLevels=col(sample, service_d),
> observations=transpose(matrix(filesizes, responses)),
> model=knnRegress(observations, serviceLevels),
> prediction=predict(model, array(36365, 645))){code}
>
--
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[jira] [Updated] (SOLR-11863) Add knnRegress Stream Evaluator to support nearest neighbor regression
[
https://issues.apache.org/jira/browse/SOLR-11863?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Joel Bernstein updated SOLR-11863:
--
Description:
This ticket adds the knnRegress Stream Evaluator to add support for nearest
neighbor regression to the Streaming Expressions machine learning library.
Sample syntax:
{code:java}
let(a=random(collection1, q=":", rows=1, fl="response_d, filesize_d,
service_d"),
filesizes=col(a, filesize_d),
responses=col(a, response_d),
serviceLevels=col(a, service_d),
observations=transpose(matrix(filesizes, responses)),
model=knnRegress(observations, serviceLevels),
prediction=predict(model, array(36365, 645))){code}
was:
This ticket adds the knnRegress Stream Evaluator to add support for nearest
neighbor regression to the Streaming Expressions machine learning library.
let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d,
service_d"),
filesizes=col(a, filesize_d),
responses=col(a, response_d),
serviceLevels=col(a, service_d),
observations=transpose(matrix(filesizes, responses)),
g=knnRegress(observations, serviceLevels),
h=predict(g, array(36365, 645)))
> Add knnRegress Stream Evaluator to support nearest neighbor regression
> --
>
> Key: SOLR-11863
> URL: https://issues.apache.org/jira/browse/SOLR-11863
> Project: Solr
> Issue Type: New Feature
> Security Level: Public(Default Security Level. Issues are Public)
>Reporter: Joel Bernstein
>Assignee: Joel Bernstein
>Priority: Major
> Fix For: master (8.0), 7.5
>
> Attachments: SOLR-11863.patch, SOLR-11863.patch
>
>
> This ticket adds the knnRegress Stream Evaluator to add support for nearest
> neighbor regression to the Streaming Expressions machine learning library.
> Sample syntax:
> {code:java}
> let(a=random(collection1, q=":", rows=1, fl="response_d, filesize_d,
> service_d"),
> filesizes=col(a, filesize_d),
> responses=col(a, response_d),
> serviceLevels=col(a, service_d),
> observations=transpose(matrix(filesizes, responses)),
> model=knnRegress(observations, serviceLevels),
> prediction=predict(model, array(36365, 645))){code}
>
--
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[jira] [Updated] (SOLR-11863) Add knnRegress Stream Evaluator to support nearest neighbor regression
[ https://issues.apache.org/jira/browse/SOLR-11863?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Joel Bernstein updated SOLR-11863: -- Description: This ticket adds the knnRegress Stream Evaluator to add support for nearest neighbor regression to the Streaming Expressions machine learning library. let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d, service_d"), filesizes=col(a, filesize_d), responses=col(a, response_d), serviceLevels=col(a, service_d), observations=transpose(matrix(filesizes, responses)), g=knnRegress(observations, serviceLevels), h=predict(g, array(36365, 645))) was: let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d, service_d"), filesizes=col(a, filesize_d), responses=col(a, response_d), serviceLevels=col(a, service_d), observations=transpose(matrix(filesizes, responses)), g=knnRegress(observations, serviceLevels), h=predict(g, array(36365, 645))) let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d, service_d"), filesizes=col(a, filesize_d), responses=col(a, response_d), serviceLevels=col(a, service_d), observations=transpose(matrix(filesizes, responses)), g=knnRegress(observations, serviceLevels), h=predict(g, array(36365, 645))) > Add knnRegress Stream Evaluator to support nearest neighbor regression > -- > > Key: SOLR-11863 > URL: https://issues.apache.org/jira/browse/SOLR-11863 > Project: Solr > Issue Type: New Feature > Security Level: Public(Default Security Level. Issues are Public) > Environment: This ticket adds the knnRegress Stream Evaluator to add > support for nearest neighbor regression to the Streaming Expressions machine > learning library. >Reporter: Joel Bernstein >Assignee: Joel Bernstein >Priority: Major > Fix For: master (8.0), 7.5 > > Attachments: SOLR-11863.patch, SOLR-11863.patch > > > This ticket adds the knnRegress Stream Evaluator to add support for nearest > neighbor regression to the Streaming Expressions machine learning library. > > let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d, > service_d"), > filesizes=col(a, filesize_d), > responses=col(a, response_d), > serviceLevels=col(a, service_d), > observations=transpose(matrix(filesizes, responses)), > g=knnRegress(observations, serviceLevels), > h=predict(g, array(36365, 645))) -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: dev-unsubscr...@lucene.apache.org For additional commands, e-mail: dev-h...@lucene.apache.org
[jira] [Updated] (SOLR-11863) Add knnRegress Stream Evaluator to support nearest neighbor regression
[ https://issues.apache.org/jira/browse/SOLR-11863?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Joel Bernstein updated SOLR-11863: -- Description: let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d, service_d"), filesizes=col(a, filesize_d), responses=col(a, response_d), serviceLevels=col(a, service_d), observations=transpose(matrix(filesizes, responses)), g=knnRegress(observations, serviceLevels), h=predict(g, array(36365, 645))) let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d, service_d"), filesizes=col(a, filesize_d), responses=col(a, response_d), serviceLevels=col(a, service_d), observations=transpose(matrix(filesizes, responses)), g=knnRegress(observations, serviceLevels), h=predict(g, array(36365, 645))) was: let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d, service_d"), filesizes=col(a, filesize_d), responses=col(a, response_d), serviceLevels=col(a, service_d), observations=transpose(matrix(filesizes, responses)), g=knnRegress(observations, serviceLevels), h=predict(g, array(36365, 645))) > Add knnRegress Stream Evaluator to support nearest neighbor regression > -- > > Key: SOLR-11863 > URL: https://issues.apache.org/jira/browse/SOLR-11863 > Project: Solr > Issue Type: New Feature > Security Level: Public(Default Security Level. Issues are Public) > Environment: This ticket adds the knnRegress Stream Evaluator to add > support for nearest neighbor regression to the Streaming Expressions machine > learning library. >Reporter: Joel Bernstein >Assignee: Joel Bernstein >Priority: Major > Fix For: master (8.0), 7.5 > > Attachments: SOLR-11863.patch, SOLR-11863.patch > > > let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d, > service_d"), > filesizes=col(a, filesize_d), > responses=col(a, response_d), > serviceLevels=col(a, service_d), > observations=transpose(matrix(filesizes, responses)), > g=knnRegress(observations, serviceLevels), > h=predict(g, array(36365, 645))) > > let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d, > service_d"), > filesizes=col(a, filesize_d), > responses=col(a, response_d), > serviceLevels=col(a, service_d), > observations=transpose(matrix(filesizes, responses)), > g=knnRegress(observations, serviceLevels), > h=predict(g, array(36365, 645))) -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: dev-unsubscr...@lucene.apache.org For additional commands, e-mail: dev-h...@lucene.apache.org
[jira] [Updated] (SOLR-11863) Add knnRegress Stream Evaluator to support nearest neighbor regression
[ https://issues.apache.org/jira/browse/SOLR-11863?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Joel Bernstein updated SOLR-11863: -- Description: let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d, service_d"), filesizes=col(a, filesize_d), responses=col(a, response_d), serviceLevels=col(a, service_d), observations=transpose(matrix(filesizes, responses)), g=knnRegress(observations, serviceLevels), h=predict(g, array(36365, 645))) > Add knnRegress Stream Evaluator to support nearest neighbor regression > -- > > Key: SOLR-11863 > URL: https://issues.apache.org/jira/browse/SOLR-11863 > Project: Solr > Issue Type: New Feature > Security Level: Public(Default Security Level. Issues are Public) > Environment: This ticket adds the knnRegress Stream Evaluator to add > support for nearest neighbor regression to the Streaming Expressions machine > learning library. >Reporter: Joel Bernstein >Assignee: Joel Bernstein >Priority: Major > Fix For: master (8.0), 7.5 > > Attachments: SOLR-11863.patch, SOLR-11863.patch > > > let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d, > service_d"), > filesizes=col(a, filesize_d), > responses=col(a, response_d), > serviceLevels=col(a, service_d), > observations=transpose(matrix(filesizes, responses)), > g=knnRegress(observations, serviceLevels), > h=predict(g, array(36365, 645))) -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: dev-unsubscr...@lucene.apache.org For additional commands, e-mail: dev-h...@lucene.apache.org
[jira] [Updated] (SOLR-11863) Add knnRegress Stream Evaluator to support nearest neighbor regression
[ https://issues.apache.org/jira/browse/SOLR-11863?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Joel Bernstein updated SOLR-11863: -- Environment: (was: This ticket adds the knnRegress Stream Evaluator to add support for nearest neighbor regression to the Streaming Expressions machine learning library.) > Add knnRegress Stream Evaluator to support nearest neighbor regression > -- > > Key: SOLR-11863 > URL: https://issues.apache.org/jira/browse/SOLR-11863 > Project: Solr > Issue Type: New Feature > Security Level: Public(Default Security Level. Issues are Public) >Reporter: Joel Bernstein >Assignee: Joel Bernstein >Priority: Major > Fix For: master (8.0), 7.5 > > Attachments: SOLR-11863.patch, SOLR-11863.patch > > > This ticket adds the knnRegress Stream Evaluator to add support for nearest > neighbor regression to the Streaming Expressions machine learning library. > > let(a=random(collection1, q="*:*", rows=1, fl="response_d, filesize_d, > service_d"), > filesizes=col(a, filesize_d), > responses=col(a, response_d), > serviceLevels=col(a, service_d), > observations=transpose(matrix(filesizes, responses)), > g=knnRegress(observations, serviceLevels), > h=predict(g, array(36365, 645))) -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: dev-unsubscr...@lucene.apache.org For additional commands, e-mail: dev-h...@lucene.apache.org
[jira] [Updated] (SOLR-11863) Add knnRegress Stream Evaluator to support nearest neighbor regression
[ https://issues.apache.org/jira/browse/SOLR-11863?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Joel Bernstein updated SOLR-11863: -- Attachment: SOLR-11863.patch > Add knnRegress Stream Evaluator to support nearest neighbor regression > -- > > Key: SOLR-11863 > URL: https://issues.apache.org/jira/browse/SOLR-11863 > Project: Solr > Issue Type: New Feature > Security Level: Public(Default Security Level. Issues are Public) > Environment: This ticket adds the knnRegress Stream Evaluator to add > support for nearest neighbor regression to the Streaming Expressions machine > learning library. >Reporter: Joel Bernstein >Assignee: Joel Bernstein >Priority: Major > Fix For: master (8.0), 7.5 > > Attachments: SOLR-11863.patch, SOLR-11863.patch > > -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: dev-unsubscr...@lucene.apache.org For additional commands, e-mail: dev-h...@lucene.apache.org
[jira] [Updated] (SOLR-11863) Add knnRegress Stream Evaluator to support nearest neighbor regression
[ https://issues.apache.org/jira/browse/SOLR-11863?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Joel Bernstein updated SOLR-11863: -- Attachment: SOLR-11863.patch > Add knnRegress Stream Evaluator to support nearest neighbor regression > -- > > Key: SOLR-11863 > URL: https://issues.apache.org/jira/browse/SOLR-11863 > Project: Solr > Issue Type: New Feature > Security Level: Public(Default Security Level. Issues are Public) > Environment: This ticket adds the knnRegress Stream Evaluator to add > support for nearest neighbor regression to the Streaming Expressions machine > learning library. >Reporter: Joel Bernstein >Assignee: Joel Bernstein >Priority: Major > Fix For: master (8.0), 7.5 > > Attachments: SOLR-11863.patch > > -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: dev-unsubscr...@lucene.apache.org For additional commands, e-mail: dev-h...@lucene.apache.org
[jira] [Updated] (SOLR-11863) Add knnRegress Stream Evaluator to support nearest neighbor regression
[ https://issues.apache.org/jira/browse/SOLR-11863?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ] Joel Bernstein updated SOLR-11863: -- Fix Version/s: 7.3 > Add knnRegress Stream Evaluator to support nearest neighbor regression > -- > > Key: SOLR-11863 > URL: https://issues.apache.org/jira/browse/SOLR-11863 > Project: Solr > Issue Type: New Feature > Security Level: Public(Default Security Level. Issues are Public) > Environment: This ticket adds the knnRegress Stream Evaluator to add > support for nearest neighbor regression to the Streaming Expressions machine > learning library. >Reporter: Joel Bernstein >Assignee: Joel Bernstein >Priority: Major > Fix For: 7.3 > > -- This message was sent by Atlassian JIRA (v7.6.3#76005) - To unsubscribe, e-mail: dev-unsubscr...@lucene.apache.org For additional commands, e-mail: dev-h...@lucene.apache.org
