Commits · 47aa566991a262a3132f5c6e9622f874d6f06d6d · COMPARA / covid_analysis

27 May, 2024 5 commits
- y range 0-1 for metrics · 47aa5669
  Joaquin Torres authored May 27, 2024
  
  47aa5669
- Trying to solve the mean PR curve issue · f46141b5
  Joaquin Torres authored May 27, 2024
  
  f46141b5
- Trying to solve issue mean precision recall curve · a0715f90
  Joaquin Torres authored May 27, 2024
  
  a0715f90
- Boxplots for cv metrics generated · 10eb22b0
  Joaquin Torres authored May 27, 2024
  
  10eb22b0
- Preparing code to plot distribution of cv metrics · 66deda66
  Joaquin Torres authored May 27, 2024
  
  66deda66
24 May, 2024 7 commits
- Tested tuned models and metrics-plots generated · 9aee207f
  Joaquin Torres authored May 24, 2024
  
  9aee207f
- Metric generation done · c703ac3d
  Joaquin Torres authored May 24, 2024
  
  c703ac3d
- Testing with PRE-ORIG · 7027a221
  Joaquin Torres authored May 24, 2024
  
  7027a221
- Testing for PRE-orig · 206e5f64
  Joaquin Torres authored May 24, 2024
  
  206e5f64
- Simplified scorings computations · 9a41f53a
  Joaquin Torres authored May 24, 2024
  
  9a41f53a
- Ready to test new integration with DT · 283ca8df
  Joaquin Torres authored May 24, 2024
  
  283ca8df
- Trying to integrate scoring within cv loop manually · f0c96956
  Joaquin Torres authored May 24, 2024
  
  f0c96956
23 May, 2024 10 commits
- Thinking about merging scroings and plots · 20a35749
  Joaquin Torres authored May 23, 2024
  
  20a35749
- PR curves working as expected. Need to analyze efficiency of doing cv twice · 18034aa8
  Joaquin Torres authored May 23, 2024
  
  18034aa8
- Testing PR curve · f128a515
  Joaquin Torres authored May 23, 2024
  
  f128a515
- ready to implement the PR curves · 9a51e5c3
  Joaquin Torres authored May 23, 2024
  
  9a51e5c3
- ROC curves looking good · 9fa990e0
  Joaquin Torres authored May 23, 2024
  
  9fa990e0
- changed colors and removed sd · f8e93c2e
  Joaquin Torres authored May 23, 2024
  
  f8e93c2e
- Removed sd shading · e9fad6bd
  Joaquin Torres authored May 23, 2024
  
  e9fad6bd
- Generated first ROC curve to see behavior · cf69c55e
  Joaquin Torres authored May 23, 2024
  
  cf69c55e
- Preparing for ROC curve generation · 72e7890d
  Joaquin Torres authored May 23, 2024
  
  72e7890d
- Generating ROC curves for each fold in progress · 61193933
  Joaquin Torres authored May 23, 2024
  
  61193933
22 May, 2024 9 commits
- Metrics generated as expected for DT, generate curves for each cv split · b497f37d
  Joaquin Torres authored May 22, 2024
  
  b497f37d
- Testing metric generation · 44116618
  Joaquin Torres authored May 22, 2024
  
  44116618
- Getting cv metric gen ready · 97658355
  Joaquin Torres authored May 22, 2024
  
  97658355
- Regenerated hyperparams and getting cv metric gen ready · 4999db04
  Joaquin Torres authored May 22, 2024
  
  4999db04
- Ready to re run everything · 720e4ae1
  Joaquin Torres authored May 22, 2024
  
  720e4ae1
- Deleted column in results df · 1977e62f
  Joaquin Torres authored May 22, 2024
  
  1977e62f
- Found optimal hyperparamers and exported, more analysis to be done in different files · 203b75e8
  Joaquin Torres authored May 22, 2024
  
  203b75e8
- Corrected hyperparam_tuning metric computation · 620b8a59
  Joaquin Torres authored May 22, 2024
  
  620b8a59
- Corrected computation of mean and sd for hyperparameter tuning · 5b97dbfb
  Joaquin Torres authored May 22, 2024
  
  5b97dbfb
21 May, 2024 1 commit
- script prepared to compute shap values · 36a3534e
  Joaquin Torres authored May 21, 2024
  
  36a3534e
14 May, 2024 3 commits
- regen hyperparam excel · e97c990a
  Joaquin Torres authored May 14, 2024
  
  e97c990a
- Regenerated with sd and mean for cv · 05a028e5
  Joaquin Torres authored May 14, 2024
  
  05a028e5
- automated reading the parameters for tuned models · 2d351899
  Joaquin Torres authored May 14, 2024
  
  2d351899
13 May, 2024 5 commits
- delete old plots · de016bc9
  Joaquin Torres authored May 13, 2024
  
  de016bc9
- delete old plots · 6674b724
  Joaquin Torres authored May 13, 2024
  
  6674b724
- re run with cm · 129c9467
  Joaquin Torres authored May 13, 2024
  
  129c9467
- regenerated plots and modified code to include CM as well · 1e2a171d
  Joaquin Torres authored May 13, 2024
  
  1e2a171d
- Ran for all models · 6975fa04
  Joaquin Torres authored May 13, 2024
  
  6975fa04