Examples of cosineSimilarity()

Examples of uk.ac.cam.ha293.tweetlabel.topics.FullLLDAClassification.cosineSimilarity()

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            }
          } else if(topicType.equals("calais")) {
            for(long uid : uids) {
              FullCalaisClassification baseline = new FullCalaisClassification(uid);
              FullLLDAClassification llda = new FullLLDAClassification(topicType,alpha,uid);
              writeOut.println(uid+","+llda.cosineSimilarity(baseline));
            }
          } else if(topicType.equals("textwise")) {
            for(long uid : uids) {
              FullTextwiseClassification baseline = new FullTextwiseClassification(uid,false);
              FullLLDAClassification llda = new FullLLDAClassification(topicType,alpha,uid);
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Examples of uk.ac.cam.ha293.tweetlabel.topics.FullLLDAClassification.cosineSimilarity()

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            }
          } else if(topicType.equals("textwise")) {
            for(long uid : uids) {
              FullTextwiseClassification baseline = new FullTextwiseClassification(uid,false);
              FullLLDAClassification llda = new FullLLDAClassification(topicType,alpha,uid);
              writeOut.println(uid+","+llda.cosineSimilarity(baseline));
            }
          }else if(topicType.equals("textwiseproper")) {
            for(long uid : uids) {
              FullTextwiseClassification baseline = new FullTextwiseClassification(uid,true);
              FullLLDAClassification llda = new FullLLDAClassification(topicType,alpha,uid);
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Examples of uk.ac.cam.ha293.tweetlabel.topics.FullLLDAClassification.cosineSimilarity()

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            }
          }else if(topicType.equals("textwiseproper")) {
            for(long uid : uids) {
              FullTextwiseClassification baseline = new FullTextwiseClassification(uid,true);
              FullLLDAClassification llda = new FullLLDAClassification(topicType,alpha,uid);
              writeOut.println(uid+","+llda.cosineSimilarity(baseline));
            }
          }
          writeOut.close();
          fileOut.close();
        }
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Examples of uk.ac.cam.ha293.tweetlabel.topics.FullSVMClassification.cosineSimilarity()

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    double squareSum = 0.0;
    for(Long uid : Tools.getCSVUserIDs()) {
      if(topicType.equals("alchemy")) {
        FullAlchemyClassification fac = new FullAlchemyClassification(uid);
        FullSVMClassification fsm = new FullSVMClassification(topicType,uid);
        double sim = fsm.cosineSimilarity(fac);
        cosineSum += sim;
        squareSum += sim*sim;
        cosineCount++;
      } else if(topicType.equals("calais")) {
        FullCalaisClassification fcc = new FullCalaisClassification(uid);
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Examples of uk.ac.cam.ha293.tweetlabel.topics.FullSVMClassification.cosineSimilarity()

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        squareSum += sim*sim;
        cosineCount++;
      } else if(topicType.equals("calais")) {
        FullCalaisClassification fcc = new FullCalaisClassification(uid);
        FullSVMClassification fsm = new FullSVMClassification(topicType,uid);
        double sim = fsm.cosineSimilarity(fcc);
        cosineSum += sim;
        squareSum += sim*sim;
        cosineCount++;
      } else if(topicType.equals("textwise")) {
        FullTextwiseClassification ftc = new FullTextwiseClassification(uid,true);
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Examples of uk.ac.cam.ha293.tweetlabel.topics.FullSVMClassification.cosineSimilarity()

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        squareSum += sim*sim;
        cosineCount++;
      } else if(topicType.equals("textwise")) {
        FullTextwiseClassification ftc = new FullTextwiseClassification(uid,true);
        FullSVMClassification fsm = new FullSVMClassification(topicType,uid);
        double sim = fsm.cosineSimilarity(ftc);
        cosineSum += sim;
        squareSum += sim*sim;
        cosineCount++;
      }
    }
 
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