[jira] [Updated] (SPARK-14623) add label binarizer

2016-05-09 Thread hujiayin (JIRA)

 [ 
https://issues.apache.org/jira/browse/SPARK-14623?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

hujiayin updated SPARK-14623:
-
Description: 
It relates to https://issues.apache.org/jira/browse/SPARK-7445

Map the labels to 0/1. 
For example,
Input:
"yellow,green,red,green,0"
The labels: "0, green, red, yellow"
Output:
0, 0, 0, 1
0, 1, 0, 0
0, 0, 1, 0
0, 1, 0, 0
1, 0 ,0, 0
Refer to 
http://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.LabelBinarizer.html



  was:
It relates to https://issues.apache.org/jira/browse/SPARK-7445

Map the labels to 0/1. 
For example,
Input:
"yellow,green,red,green,0"
The labels: "0, green, red, yellow"
Output:
0, 0, 0, 1
0, 1, 0, 0
0, 0, 1, 0
0, 1, 0, 0
1, 0 ,0, 0




> add label binarizer 
> 
>
> Key: SPARK-14623
> URL: https://issues.apache.org/jira/browse/SPARK-14623
> Project: Spark
>  Issue Type: New Feature
>  Components: ML
>Reporter: hujiayin
>Priority: Minor
>   Original Estimate: 1h
>  Remaining Estimate: 1h
>
> It relates to https://issues.apache.org/jira/browse/SPARK-7445
> Map the labels to 0/1. 
> For example,
> Input:
> "yellow,green,red,green,0"
> The labels: "0, green, red, yellow"
> Output:
> 0, 0, 0, 1
> 0, 1, 0, 0
> 0, 0, 1, 0
> 0, 1, 0, 0
> 1, 0 ,0, 0
> Refer to 
> http://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.LabelBinarizer.html



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[jira] [Updated] (SPARK-14623) add label binarizer

2016-04-15 Thread Joseph K. Bradley (JIRA)

 [ 
https://issues.apache.org/jira/browse/SPARK-14623?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Joseph K. Bradley updated SPARK-14623:
--
Issue Type: New Feature  (was: Improvement)

> add label binarizer 
> 
>
> Key: SPARK-14623
> URL: https://issues.apache.org/jira/browse/SPARK-14623
> Project: Spark
>  Issue Type: New Feature
>  Components: ML
>Reporter: hujiayin
>Priority: Minor
>   Original Estimate: 1h
>  Remaining Estimate: 1h
>
> It relates to https://issues.apache.org/jira/browse/SPARK-7445
> Map the labels to 0/1. 
> For example,
> Input:
> "yellow,green,red,green,0"
> The labels: "0, green, red, yellow"
> Output:
> 0, 0, 0, 1
> 0, 1, 0, 0
> 0, 0, 1, 0
> 0, 1, 0, 0
> 1, 0 ,0, 0



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[jira] [Updated] (SPARK-14623) add label binarizer

2016-04-15 Thread Joseph K. Bradley (JIRA)

 [ 
https://issues.apache.org/jira/browse/SPARK-14623?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Joseph K. Bradley updated SPARK-14623:
--
Affects Version/s: (was: 1.6.1)

> add label binarizer 
> 
>
> Key: SPARK-14623
> URL: https://issues.apache.org/jira/browse/SPARK-14623
> Project: Spark
>  Issue Type: Improvement
>  Components: ML
>Reporter: hujiayin
>Priority: Minor
>   Original Estimate: 1h
>  Remaining Estimate: 1h
>
> It relates to https://issues.apache.org/jira/browse/SPARK-7445
> Map the labels to 0/1. 
> For example,
> Input:
> "yellow,green,red,green,0"
> The labels: "0, green, red, yellow"
> Output:
> 0, 0, 0, 1
> 0, 1, 0, 0
> 0, 0, 1, 0
> 0, 1, 0, 0
> 1, 0 ,0, 0



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[jira] [Updated] (SPARK-14623) add label binarizer

2016-04-15 Thread Joseph K. Bradley (JIRA)

 [ 
https://issues.apache.org/jira/browse/SPARK-14623?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Joseph K. Bradley updated SPARK-14623:
--
Shepherd:   (was: Xiangrui Meng)

> add label binarizer 
> 
>
> Key: SPARK-14623
> URL: https://issues.apache.org/jira/browse/SPARK-14623
> Project: Spark
>  Issue Type: Improvement
>  Components: ML
>Reporter: hujiayin
>Priority: Minor
>   Original Estimate: 1h
>  Remaining Estimate: 1h
>
> It relates to https://issues.apache.org/jira/browse/SPARK-7445
> Map the labels to 0/1. 
> For example,
> Input:
> "yellow,green,red,green,0"
> The labels: "0, green, red, yellow"
> Output:
> 0, 0, 0, 1
> 0, 1, 0, 0
> 0, 0, 1, 0
> 0, 1, 0, 0
> 1, 0 ,0, 0



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[jira] [Updated] (SPARK-14623) add label binarizer

2016-04-15 Thread Sean Owen (JIRA)

 [ 
https://issues.apache.org/jira/browse/SPARK-14623?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Sean Owen updated SPARK-14623:
--
   Flags:   (was: Patch)
Target Version/s:   (was: 2.0.0)
   Fix Version/s: (was: 2.0.0)

> add label binarizer 
> 
>
> Key: SPARK-14623
> URL: https://issues.apache.org/jira/browse/SPARK-14623
> Project: Spark
>  Issue Type: Improvement
>  Components: ML
>Affects Versions: 1.6.1
>Reporter: hujiayin
>Priority: Minor
>   Original Estimate: 1h
>  Remaining Estimate: 1h
>
> It relates to https://issues.apache.org/jira/browse/SPARK-7445
> Map the labels to 0/1. 
> For example,
> Input:
> "yellow,green,red,green,0"
> The labels: "0, green, red, yellow"
> Output:
> 0, 0, 0, 1
> 0, 1, 0, 0
> 0, 0, 1, 0
> 0, 1, 0, 0
> 1, 0 ,0, 0



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[jira] [Updated] (SPARK-14623) add label binarizer

2016-04-14 Thread hujiayin (JIRA)

 [ 
https://issues.apache.org/jira/browse/SPARK-14623?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

hujiayin updated SPARK-14623:
-
Description: 
It relates to https://issues.apache.org/jira/browse/SPARK-7445

Map the labels to 0/1. 
For example,
Input:
"yellow,green,red,green,0"
The labels: "0, green, red, yellow"
Output:
0, 0, 0, 1
0, 1, 0, 0
0, 0, 1, 0
0, 1, 0, 0
1, 0 ,0, 0



  was:
It relates to https://issues.apache.org/jira/browse/SPARK-7445

Map the labels to 0/1. 
For example,
Input:
"yellow,green,red,green,0"
The labels: "0, green, red, yellow"
Output:
0, 0, 0, 0, 1, 
0, 1, 0, 1, 0, 
0, 0, 1, 0, 0, 
1, 0, 0, 0, 0





> add label binarizer 
> 
>
> Key: SPARK-14623
> URL: https://issues.apache.org/jira/browse/SPARK-14623
> Project: Spark
>  Issue Type: Improvement
>  Components: ML
>Affects Versions: 1.6.1
>Reporter: hujiayin
>Priority: Minor
> Fix For: 2.0.0
>
>   Original Estimate: 1h
>  Remaining Estimate: 1h
>
> It relates to https://issues.apache.org/jira/browse/SPARK-7445
> Map the labels to 0/1. 
> For example,
> Input:
> "yellow,green,red,green,0"
> The labels: "0, green, red, yellow"
> Output:
> 0, 0, 0, 1
> 0, 1, 0, 0
> 0, 0, 1, 0
> 0, 1, 0, 0
> 1, 0 ,0, 0



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