1.0 - 8.00 - POSTagger Example - Teradata Vantage

Teradata® Vantage Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
1.0
8.00
Release Date
May 2019
Content Type
Programming Reference
Publication ID
B700-4003-098K
Language
English (United States)

Input

SQL Call

SELECT * FROM POSTagger (
  ON SentenceExtractor (
    ON paragraphs_input 
    USING
    TextColumn ('paratext')
    Accumulate ('paraid')
  ) 
  USING
  TextColumn ('sentence')
  Accumulate ('sentence','sentence_sn')
) AS dt ORDER BY sentence_sn, word_sn;

Output

sentence sentence_sn word_sn word pos_tag
Decision tree learning uses a decision tree as a predictive model which maps observations about an item to conclusions about the items target value. 1 1 Decision NN
Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense or another) to each other than to those in other groups (clusters). 1 1 Cluster NN
Association rule learning is a method for discovering interesting relations between variables in large databases. 1 1 Association NNP
In statistics, simple linear regression is the least squares estimator of a linear regression model with a single explanatory variable. 1 1 In statistics, simple JJ
Logistic regression was developed by statistician David Cox in 1958[2] [3] (although much work was done in the single independent variable case almost two decades earlier). 1 1 Logistic JJ
Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense or another) to each other than to those in other groups (clusters). 1 2 analysis or clustering is VBZ
Association rule learning is a method for discovering interesting relations between variables in large databases. 1 2 rule NN
In statistics, simple linear regression is the least squares estimator of a linear regression model with a single explanatory variable. 1 2 linear NN
Logistic regression was developed by statistician David Cox in 1958[2] [3] (although much work was done in the single independent variable case almost two decades earlier). 1 2 regression NN
Decision tree learning uses a decision tree as a predictive model which maps observations about an item to conclusions about the items target value. 1 2 tree NN
In statistics, simple linear regression is the least squares estimator of a linear regression model with a single explanatory variable. 1 3 regression is VBZ
Association rule learning is a method for discovering interesting relations between variables in large databases. 1 3 learning NN
Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense or another) to each other than to those in other groups (clusters). 1 3 the DT
Logistic regression was developed by statistician David Cox in 1958[2] [3] (although much work was done in the single independent variable case almost two decades earlier). 1 3 was VBD
Decision tree learning uses a decision tree as a predictive model which maps observations about an item to conclusions about the items target value. 1 3 learning NN
In statistics, simple linear regression is the least squares estimator of a linear regression model with a single explanatory variable. 1 4 the least JJ
Association rule learning is a method for discovering interesting relations between variables in large databases. 1 4 is VBZ
Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense or another) to each other than to those in other groups (clusters). 1 4 task NN
Decision tree learning uses a decision tree as a predictive model which maps observations about an item to conclusions about the items target value. 1 4 uses VBZ
Logistic regression was developed by statistician David Cox in 1958[2] [3] (although much work was done in the single independent variable case almost two decades earlier). 1 4 developed VBN
In statistics, simple linear regression is the least squares estimator of a linear regression model with a single explanatory variable. 1 5 squares estimator NN
Association rule learning is a method for discovering interesting relations between variables in large databases. 1 5 a DT
Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense or another) to each other than to those in other groups (clusters). 1 5 of IN
Logistic regression was developed by statistician David Cox in 1958[2] [3] (although much work was done in the single independent variable case almost two decades earlier). 1 5 by IN
Decision tree learning uses a decision tree as a predictive model which maps observations about an item to conclusions about the items target value. 1 5 a DT