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Annotation of a discussion post about feature engineering ideas:https://www.kaggle.com/competitions/equity-post-HCT-survival-predictions/discussion/550863 CIBMTR - Equity in post-HCT Survival PredictionsImprove prediction of transplant survival rates equitably for allogeneic HCT patientswww.kaggle.comFeature Engineering IdeasHi everyone! My current best CV score and LB score (CV 0.683 and LB 0.6..

https://dongsunseng.com/entry/CIBMTR-Equity-in-post-HCT-Survival-Predictions-11-ESP-EDA-which-makes-sense-%E2%AD%90%EF%B8%8F%E2%AD%90%EF%B8%8F%E2%AD%90%EF%B8%8F%E2%AD%90%EF%B8%8F%E2%AD%90%EF%B8%8F-AFT-Loss-func-sol-1 CIBMTR - Equity in post-HCT Survival Predictions #11 ESP EDA which makes sense ⭐️⭐️⭐️⭐️⭐️ (AFT Loss func solAnnotation post about AFT loss function solution:https://www.kaggle.com/c..

Annotation of this discussion: https://www.kaggle.com/competitions/equity-post-HCT-survival-predictions/discussion/550152 CIBMTR - Equity in post-HCT Survival PredictionsImprove prediction of transplant survival rates equitably for allogeneic HCT patientswww.kaggle.comDeep understanding of (C-index) evaluation measure for better modelI will try to explain the C-index evaluation measure of the th..

Annotation post about AFT loss function solution:https://www.kaggle.com/code/ambrosm/esp-eda-which-makes-sense ESP EDA which makes sense ⭐️⭐️⭐️⭐️⭐️Explore and run machine learning code with Kaggle Notebooks | Using data from CIBMTR - Equity in post-HCT Survival Predictionswww.kaggle.comEquity in survival predictions: EDA which makes senseThis notebook showsAn exploratory data analysisSurvival fu..

Annotation of the discussion about AFT loss function:https://www.kaggle.com/competitions/equity-post-HCT-survival-predictions/discussion/550563 CIBMTR - Equity in post-HCT Survival PredictionsImprove prediction of transplant survival rates equitably for allogeneic HCT patientswww.kaggle.comA general Understanding for AFT Loss functionMy notebook using AFT Loss function is [CV0.665 LB0.666]cat+xg..

Annotation of discussion and kernel for NN Solution from Chris DeotteDiscussion Link:https://www.kaggle.com/competitions/equity-post-HCT-survival-predictions/discussion/550343 CIBMTR - Equity in post-HCT Survival PredictionsImprove prediction of transplant survival rates equitably for allogeneic HCT patientswww.kaggle.comKernel Link:https://www.kaggle.com/code/cdeotte/nn-mlp-baseline-cv-670-lb-6..

Annotation post on discussion about finding the best target transformationhttps://www.kaggle.com/competitions/equity-post-HCT-survival-predictions/discussion/550835 CIBMTR - Equity in post-HCT Survival PredictionsImprove prediction of transplant survival rates equitably for allogeneic HCT patientswww.kaggle.comFinding the best target transformationThe competition task can be interpreted as predi..

Introduction post about AFT modelhttps://www.kaggle.com/competitions/equity-post-HCT-survival-predictions/discussion/550141 CIBMTR - Equity in post-HCT Survival PredictionsImprove prediction of transplant survival rates equitably for allogeneic HCT patientswww.kaggle.comFirst saw this conversation about AFTHost paper link: https://proceedings.mlr.press/v206/norcliffe23a/norcliffe23a.pdfAbove Sur..

Annotation of Chris Deotte's discussion about "How To Train XGBoost with Survival Loss".https://www.kaggle.com/competitions/equity-post-HCT-survival-predictions/discussion/550141 CIBMTR - Equity in post-HCT Survival PredictionsImprove prediction of transplant survival rates equitably for allogeneic HCT patientswww.kaggle.comHow To Train XGBoost with Survival LossThis competition involves trainin..

Annotation of Chris Deotte's discussion about "How To Get Started - Understanding the Metric".https://www.kaggle.com/competitions/equity-post-HCT-survival-predictions/discussion/550003 CIBMTR - Equity in post-HCT Survival PredictionsImprove prediction of transplant survival rates equitably for allogeneic HCT patientswww.kaggle.comC-Index ExplainedThe competition metric is Stratified Concordance ..