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vinaypedapati / AML-Survival

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XGBoost Survival #12

Open vinaypedapati opened 9 months ago

StevenTheYi commented 9 months ago

Spent the day watching videos on stat quest about ADA boost, ridge and Lasso regression, gradient boosting, and xgboost algorithm

Will try to implement xgboost by next week

StevenTheYi commented 9 months ago

See if ELN classification gives ~% chance of survival, then test that against the data. See if our model has a prediction that is closer to the actual survival % at ... years.

Need to double check the literature.

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10172873/

StevenTheYi commented 9 months ago

Testing the AML paper's model on the data and comparing its results to the ones we are getting.

StevenTheYi commented 9 months ago

Testing PPV, NPV and other error metrics

Determining whether our results are "significantly" different from ELN's model