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  1. <table>
  2. <thead>
  3. <tr>
  4. <th style="text-align: center">Feature</th>
  5. <th style="text-align: center">Increased correlation</th>
  6. <th style="text-align: center">Total Correlation</th>
  7. </tr>
  8. </thead>
  9. <tbody>
  10. <tr>
  11. <td style="text-align: left">Lemmas jaccard distance</td>
  12. <td><span style="color:green">&#10003;</span></td>
  13. <td>0.4328</td>
  14. </tr>
  15. <tr>
  16. <td style="text-align: left">Name entities euclidean distance</td>
  17. <td><span style="color:green">&#10003;</span></td>
  18. <td>0.6211</td>
  19. </tr>
  20. <tr>
  21. <td style="text-align: left">Sentiment binary score euclidean distance</td>
  22. <td><span style="color:green">&#10003;</span></td>
  23. <td>0.6305</td>
  24. </tr>
  25. <tr>
  26. <td style="text-align: left">Sentiment global score euclidean distance</td>
  27. <td><span style="color:green">&#10003;</span></td>
  28. <td>0.6526</td>
  29. </tr>
  30. <tr bgcolor="#EEEEEE">
  31. <td style="text-align: center;border-top:1pt solid black;border-bottom:1pt solid black;" colspan=2>Optimizing SVR parameters</td>
  32. <td style="border-top:1pt solid black;border-bottom:1pt solid black;">0.6660</td>
  33. </tr>
  34. <tr>
  35. <td style="text-align: left">Synset similarity</td>
  36. <td><span style="color:green">&#10003;</span></td>
  37. <td>0.6671</td>
  38. </tr>
  39. <tr>
  40. <td style="text-align: left">Postag tag jaccard distance</td>
  41. <td><span style="color:green">&#10003;</span></td>
  42. <td>0.6677</td>
  43. </tr>
  44. <tr bgcolor="#EEEEEE">
  45. <td style="text-align: center;border-top:1pt solid black;border-bottom:1pt solid black;" colspan=2>Normalized features</td>
  46. <td style="border-top:1pt solid black;border-bottom:1pt solid black;">0.6690</td>
  47. </tr>
  48. <tr>
  49. <td style="text-align: left">Punctuation jaccard distance</td>
  50. <td><span style="color:green">&#10003;</span></td>
  51. <td>0.6861</td>
  52. </tr>
  53. <tr>
  54. <td style="text-align: left">Count of words euclidean distance</td>
  55. <td><span style="color:green">&#10003;</span></td>
  56. <td>0.6943</td>
  57. </tr>
  58. <tr>
  59. <td style="text-align: left">Parsed tree productions jaccard distance</td>
  60. <td><span style="color:green">&#10003;</span></td>
  61. <td>0.7003</td>
  62. </tr>
  63. <tr>
  64. <td style="text-align: left">Parsed tree label jaccard distance</td>
  65. <td><span style="color:green">&#10003;</span></td>
  66. <td>0.7030</td>
  67. </tr>
  68. <tr>
  69. <td style="text-align: left">Spacy similarity</td>
  70. <td><span style="color:green">&#10003;</span></td>
  71. <td>0.7377</td>
  72. </tr>
  73. <tr bgcolor="#EEEEEE" style="border-top:1pt solid black;">
  74. <td style="text-align: center" colspan=2>Set weight to the different features</td>
  75. <td style="border-top:1pt solid black">0.7405</td>
  76. </tr>
  77. <tr bgcolor="#EEEEEE" style="border-top:2pt solid black">
  78. <td style="text-align: center" colspan=2>Optimizing again the SVR parameters</td>
  79. <td style="border-top:2pt solid black"><b>0.7656</b></td>
  80. </tr>
  81. </tbody>
  82. </table>
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