Commits · faf6e24f0cd429dc39cafbeec4307d2a86e52988 · COMPARA / covid_analysis

28 May, 2024 1 commit
- Test to check if mean PREC-REC issue fixed · faf6e24f
  Joaquin Torres authored May 28, 2024
  
  faf6e24f
27 May, 2024 6 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
- 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
24 May, 2024 5 commits
- Metric generation done · c703ac3d
  Joaquin Torres authored May 24, 2024
  
  c703ac3d
- Testing with PRE-ORIG · 7027a221
  Joaquin Torres authored May 24, 2024
  
  7027a221
- 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 3 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
21 May, 2024 1 commit
- script prepared to compute shap values · 36a3534e
  Joaquin Torres authored May 21, 2024
  
  36a3534e
14 May, 2024 1 commit
- automated reading the parameters for tuned models · 2d351899
  Joaquin Torres authored May 14, 2024
  
  2d351899
13 May, 2024 7 commits
- 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
- method names corrected for plots · 04e7acb1
  Joaquin Torres authored May 13, 2024
  
  04e7acb1
- testing script for DT and RF · e45e7474
  Joaquin Torres authored May 13, 2024
  
  e45e7474
- checking results for DT · c04dcc50
  Joaquin Torres authored May 13, 2024
  
  c04dcc50
- testing the script with DT · 7847bcd0
  Joaquin Torres authored May 13, 2024
  
  7847bcd0
10 May, 2024 6 commits
- completed model definition after tuning manually · cd7aff2a
  Joaquin Torres authored May 10, 2024
  
  cd7aff2a
- update hyperparamers for PRE · d57b78fe
  Joaquin Torres authored May 10, 2024
  
  d57b78fe
- ready to retune · 05aa2417
  Joaquin Torres authored May 10, 2024
  
  05aa2417
- identified problem with svm: need probability=true for AUROC · d3a20982
  Joaquin Torres authored May 10, 2024
  
  d3a20982
- 2.2. completed model definition · 37c5050e
  Joaquin Torres authored May 10, 2024
  
  37c5050e
- Completed def of 2.1 and 2.4 as well, and identified typo in hyperparam script... · 60dc40b6
  Joaquin Torres authored May 10, 2024
```
Completed def of 2.1 and 2.4 as well, and identified typo in hyperparam script leading to incorrect results in 2.2 and 2.3
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  60dc40b6