Spark MLLIB forecasting











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I am new to spark mllib and I am trying to forecast delivered impressions for one of our campaigns using past data from similar campaigns. For example here is training dataset that I have from past campaigns:



Campaign Feature 1 Feature 2 Feature 3 Delivered Impressions
X 1 4 7 1000
Y 2 5 9 2000
Z 3 6 0 3000



I am trying use this training dataset to forecast delivered impressions for following campaign:



Campaign Feature 1 Feature 2 Feature 3 Delivered Impression
A 10 11 12 ?



I have played around with Randforest and logit regresssion in MLlib trying to forecast it but would really appreciate any suggestions on how to go around solving this problem.



Thank You










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    up vote
    0
    down vote

    favorite












    I am new to spark mllib and I am trying to forecast delivered impressions for one of our campaigns using past data from similar campaigns. For example here is training dataset that I have from past campaigns:



    Campaign Feature 1 Feature 2 Feature 3 Delivered Impressions
    X 1 4 7 1000
    Y 2 5 9 2000
    Z 3 6 0 3000



    I am trying use this training dataset to forecast delivered impressions for following campaign:



    Campaign Feature 1 Feature 2 Feature 3 Delivered Impression
    A 10 11 12 ?



    I have played around with Randforest and logit regresssion in MLlib trying to forecast it but would really appreciate any suggestions on how to go around solving this problem.



    Thank You










    share|improve this question
























      up vote
      0
      down vote

      favorite









      up vote
      0
      down vote

      favorite











      I am new to spark mllib and I am trying to forecast delivered impressions for one of our campaigns using past data from similar campaigns. For example here is training dataset that I have from past campaigns:



      Campaign Feature 1 Feature 2 Feature 3 Delivered Impressions
      X 1 4 7 1000
      Y 2 5 9 2000
      Z 3 6 0 3000



      I am trying use this training dataset to forecast delivered impressions for following campaign:



      Campaign Feature 1 Feature 2 Feature 3 Delivered Impression
      A 10 11 12 ?



      I have played around with Randforest and logit regresssion in MLlib trying to forecast it but would really appreciate any suggestions on how to go around solving this problem.



      Thank You










      share|improve this question













      I am new to spark mllib and I am trying to forecast delivered impressions for one of our campaigns using past data from similar campaigns. For example here is training dataset that I have from past campaigns:



      Campaign Feature 1 Feature 2 Feature 3 Delivered Impressions
      X 1 4 7 1000
      Y 2 5 9 2000
      Z 3 6 0 3000



      I am trying use this training dataset to forecast delivered impressions for following campaign:



      Campaign Feature 1 Feature 2 Feature 3 Delivered Impression
      A 10 11 12 ?



      I have played around with Randforest and logit regresssion in MLlib trying to forecast it but would really appreciate any suggestions on how to go around solving this problem.



      Thank You







      apache-spark-mllib data-science forecasting






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      asked Nov 10 at 18:57









      ravsd

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