Commits · aa9797c145ca6214965abc874513fc9ae9fc1c5b · COMPARA / covid_analysis

06 Jun, 2024 3 commits
- Able to retrieve chosen tuned models based on model name easily · aa9797c1
  Joaquin Torres authored Jun 06, 2024
  
  aa9797c1
- cv metric distr and testing redone with new hyperparams (f1) · 050d8a00
  Joaquin Torres authored Jun 06, 2024
  
  050d8a00
- CV Metrics regenerated for new hyperparams (f1) · a3c23bf2
  Joaquin Torres authored Jun 06, 2024
  
  a3c23bf2
05 Jun, 2024 9 commits
- Deleted old files · b048f52f
  Joaquin Torres authored Jun 05, 2024
  
  b048f52f
- Redone tuning with f1 · 9d9c5650
  Joaquin Torres authored Jun 05, 2024
  
  9d9c5650
- Realized its better to tune based on f1 to achieve good recall · 56db791e
  Joaquin Torres authored Jun 05, 2024
  
  56db791e
- Regenerated distributions · 2b653943
  Joaquin Torres authored Jun 05, 2024
  
  2b653943
- Fixed metrics (swapped FP and FN) · 53030435
  Joaquin Torres authored Jun 05, 2024
  
  53030435
- Fixed cv metrics · 0bc24b09
  Joaquin Torres authored Jun 05, 2024
  
  0bc24b09
- Updated file · 66555965
  Joaquin Torres authored Jun 05, 2024
  
  66555965
- Fixed test results · d2b4d7a6
  Joaquin Torres authored Jun 05, 2024
  
  d2b4d7a6
- FP and FN were switched · e6fc4387
  Joaquin Torres authored Jun 05, 2024
  
  e6fc4387
03 Jun, 2024 7 commits
- Fixed names · 5359c86d
  Joaquin Torres authored Jun 03, 2024
  
  5359c86d
- Testing tuned models · 422d046a
  Joaquin Torres authored Jun 03, 2024
  
  422d046a
- Regenerated metric distribution accross cv after xgb change · 4a983178
  Joaquin Torres authored Jun 03, 2024
  
  4a983178
- metrics regenerated with xgb change · 0b9cf4fa
  Joaquin Torres authored Jun 03, 2024
  
  0b9cf4fa
- hyperparamers re generated with xgb change · 1e9a5f6a
  Joaquin Torres authored Jun 03, 2024
  
  1e9a5f6a
- Regen hyperpameters with XGB relaxation · 24ce5ba9
  Joaquin Torres authored Jun 03, 2024
  
  24ce5ba9
- Relaxed XGBBoost to reduce training time in later scripts · 3875a58e
  Joaquin Torres authored Jun 03, 2024
  
  3875a58e
28 May, 2024 2 commits
- Fixed cm bar size · 9ad950f3
  Joaquin Torres authored May 28, 2024
  
  9ad950f3
- Test to check if mean PREC-REC issue fixed · faf6e24f
  Joaquin Torres authored May 28, 2024
  
  faf6e24f
27 May, 2024 9 commits
- Still having problems · 362330ae
  Joaquin Torres authored May 27, 2024
  
  362330ae
- Another try · 87b69656
  Joaquin Torres authored May 27, 2024
  
  87b69656
- Changed random state · b682c08b
  Joaquin Torres authored May 27, 2024
  
  b682c08b
- Trying to fix issue · 7660a0e0
  Joaquin Torres authored May 27, 2024
  
  7660a0e0
- 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 3 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