Regression problem
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Publications (8)

1Estimating Linear Models for Compositional Distributional Semanticsand determines an equation system that represents a regression problem with multiple dependent variables. We propose a method...

2The BagofOpinions Method for Review Rating Prediction from Sparse Text Patternsratings from review texts, and we model this as a metric regression problem over an appropriately defined feature space. Formally...

3Assessing Sentiment Strength in Words Prior Polarities2012  Lorenzo Gatti,Marco Guerinihigh sentiment) at the sentence level, rather than a regression problem at the word level. Other works, see for example (N...

4Learning to Predict Readability using Diverse Linguistic Features2010  Rohit Kate,Xiaoqiang Luo,Siddharth Patwardhan,Martin Franz,Radu Florian,Raymond W.M. Yuen,Salim Roukos,Chris Weltyscores 1 and 3), we decided to model the task as a regression problem and then round the predicted score to obtain the closest...

5Fusion of Multiple Features and Ranking SVM for Webbased EnglishChinese OOV Term Translationbinary classification, it is solved as an Ordinal Regression problem. Ranking SVM maps different objects into a certain...

6Comparative Quality Estimation: Automatic SentenceLevel Ranking of Multiple Machine Translation Outputs2012  Eleftherios Avramidiset al., 2004) and has been recently evolved into a regression problem (Specia et al., 2009; Raybaud et al., 2009a) for estimating...

7Understanding the Performance of Statistical MT Systems: A Linear Regression Framework2012  Francisco Guzman,Stephan Vogelvariables, regardless of collinearity. For the linear regression problem, the regularized cost function is defined as follows:...

8YouCat: Weakly Supervised Youtube Video Categorization System from Meta Data & User Comments using WordNet & WikipediaL/, . … L0, 0 ].×T N , W = OX. Q This is a linear regression problem which can be solved by the ordinary least squares4...