Commits · f128a515c142d35bae8887e63cfd18163f71ba8f · COMPARA / covid_analysis

23 May, 2024 8 commits
- 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 8 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
```
  60dc40b6
- style fix · af398543
  Joaquin Torres authored May 10, 2024
  
  af398543
- Completed description of tuned models for PRE from excel files · cbf63f20
  Joaquin Torres authored May 10, 2024
  
  cbf63f20
08 May, 2024 2 commits
- fixed minor issues, renaming · b7ae7c60
  Joaquin Torres authored May 08, 2024
  
  b7ae7c60
- Basic structure for testing models · 553cf866
  Joaquin Torres authored May 08, 2024
  
  553cf866