Model Selection

[BrickGoat]

• [x] Use GridSearch or RandomizedGridSearch to predict mod_deleted column
  • [x] Choose a estimator
  • [x] Ridge
  • [x] Adaboost
  • [x] Create a param_grid for each estimator
  • [x] Plot confusion matrix for model results
• [ ] Attempt some clustering of the data
• [ ] Experiment with techniques from class to increase model scores

[BrickGoat]

• [ ] Use GridSearch or RandomizedGridSearch to predict mod_deleted column
  • [ ] Use a Naive Bayes classifier to search through tfidvectorization params
  • [ ] Transform the dataset with optimal tfid params and grid search more complex classifier
  • [ ] Plot confusion matrix for model results