SVM Tests

[airtonbjunior]

Resultados PG puro

[all messages]

accuracy]: 0.615 precision_positive]: 0.6782 precision_negative]: 0.5075 precision_neutral]: 0.6085 precision_avg]: 0.5981 recall_positive]: 0.5904 recall_negative]: 0.5042 recall_neutral]: 0.6802 recall avg]: 0.5916 f1_positive]: 0.6313 f1_negative]: 0.5059 f1_neutral]: 0.6424 f1 avg]: 0.5932 f1 avg SemEval (positive and negative)]: 0.5686 true_positive]: 2070 false_positive]: 982 true_negative]: 777 false_negative]: 754 true_neutral]: 2680 false_neutral]: 1724

Resultados PG + SVM Neutro [all messages]

accuracy]: 0.6425 precision_positive]: 0.8026 precision_negative]: 0.6429 precision_neutral]: 0.5863 precision_avg]: 0.6773 recall_positive]: 0.4846 recall_negative]: 0.3459 recall_neutral]: 0.899 recall avg]: 0.5765 f1_positive]: 0.6043 f1_negative]: 0.4498 f1_neutral]: 0.7097 f1 avg]: 0.5879 f1 avg SemEval (positive and negative)]: 0.527 true_positive]: 1699 false_positive]: 418 true_negative]: 533 false_negative]: 296 true_neutral]: 3542 false_neutral]: 2499

SVM Puro

[all messages]

accuracy]: 0.6875 precision_positive]: 0.754 precision_negative]: 0.713 precision_neutral]: 0.6455 precision_avg]: 0.7042 recall_positive]: 0.6321 recall_negative]: 0.403 recall_neutral]: 0.8482 recall avg]: 0.6278 f1_positive]: 0.6877 f1_negative]: 0.5149 f1_neutral]: 0.7331 f1 avg]: 0.6452 f1 avg SemEval (positive and negative)]: 0.6013 true_positive]: 2216 false_positive]: 723 true_negative]: 621 false_negative]: 250 true_neutral]: 3342 false_neutral]: 1835

[airtonbjunior]

DiscussionResults.txt

[airtonbjunior]

2nd test session

• Only LIU

  • GP 56.86
  • GP + SVM Neutral 56.14
  • SVM 64.62

• All dictionaries

  • GP 53.12
  • GP + SVM Neutral 55.75
  • SVM 64.62

[airtonbjunior]

DiscussionResults2.txt

[airtonbjunior]