/pivot-selection

pivot selection methods

Primary LanguagePython

pivot-selection

select_pivots: pivot selection methods for sentiment analysis

  • Methods: FREQ, MI, PMI
  • Datasets: L, U

landmark_pivot: landmark-based pivot selection method

  • Pre-defined: PPMI
  • Datasets: S_L, T_U (UDA with SPS)

similarity measurement

compare_ranking: similarity of selected pivots between datasets and among methods

  • Intersection: Jaccard Coeffients
  • Ordering: Kandell Rank Coeffients

performance evaluation

evaluate_scl/sfa: performance on DA methods by applied pivot selection methods

  • Testing Measure: Classification Accuracy, Clopper Pearson
  • DA methods: SCL, SFA