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Difference between revisions of "Meteos/DatasetsandModels"

(Created page with "== Meteos Prediction Models == Apache Spark has two machine learning libraries (MLlib and Ml). Currently Meteos supports these following prediction models. === spark ver 1....")
 
(Meteos Prediction Models)
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Apache Spark has two machine learning libraries (MLlib and Ml).
 
Apache Spark has two machine learning libraries (MLlib and Ml).
 +
 +
MLlib and ML has multiple prediction models by data mining and machine learning algorithms.
  
 
Currently Meteos supports these following prediction models.
 
Currently Meteos supports these following prediction models.
  
=== spark ver 1.6 ===
+
=== MLlib ===
 
 
==== MLlib ====
 
  
 
[http://spark.apache.org/docs/1.6.0/mllib-linear-methods.html#linear-least-squares-lasso-and-ridge-regression LinearRegression Model]
 
[http://spark.apache.org/docs/1.6.0/mllib-linear-methods.html#linear-least-squares-lasso-and-ridge-regression LinearRegression Model]
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[http://spark.apache.org/docs/1.6.0/mllib-collaborative-filtering.html#collaborative-filtering Recommendation Model]
 
[http://spark.apache.org/docs/1.6.0/mllib-collaborative-filtering.html#collaborative-filtering Recommendation Model]
 
==== ML ====
 
 
Not Supported.
 
 
=== spark ver 2.0 ===
 
 
==== MLlib ====
 
 
Not Supported.
 
  
 
==== ML ====
 
==== ML ====
  
 
Not Supported.
 
Not Supported.

Revision as of 01:09, 30 November 2016

Meteos Prediction Models

Apache Spark has two machine learning libraries (MLlib and Ml).

MLlib and ML has multiple prediction models by data mining and machine learning algorithms.

Currently Meteos supports these following prediction models.

MLlib

LinearRegression Model

LogisticRegression Model

DecisionTree Model

Kmeans Model

Recommendation Model

ML

Not Supported.