/aggression_identification

Identify aggresive language using Logistic Regression classifier.

Primary LanguagePython

aggression_identification

Identification of aggresive language using Logistic Regression classifier.

agg_class_log_reg_ovr.py

Used to classify agr_en_dev.csv using the Logistic Regression classifier using one-versus-rest scheme.

agg_class_log_reg_grid_ovr.py

Code used to find the best parameters for the classifier using one-versus-rest scheme.

Outputs during grid search

  • output_ovr_CAG_2020_05_22.txt
  • output_ovr_NAG_2020_05_22.txt
  • output_ovr_OAG_2020_05_22.txt

Outputs during classification of agr_en_dev.csv

  • output_CAG_2020_05_23.txt
  • output_NAG_2020_05_23.txt
  • output_OAG_2020_05_23.txt

File with a summary of best parameters

  • BestParams_GridSearch.txt