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Issues list

Add validation step for config
#56 opened Nov 15, 2023 by ZackLarsen
Add Area under the Receiver Operating Characteristic (ROC) curve to metrics
#55 opened Nov 13, 2023 by ZackLarsen
Transform test and validation data just like train
#54 opened Nov 13, 2023 by ZackLarsen
Use feature-engine for label encoding
#53 opened Nov 13, 2023 by ZackLarsen
Turn "unlabeled" data csv into X_test instead of splitting original
#51 opened Nov 12, 2023 by ZackLarsen
Use Yellowbrick or explainer dashboard to visualize model performance
#50 opened Nov 12, 2023 by ZackLarsen
Add encounter_id from held-out data to preds somehow to ensure correct encounter_id is in formatted predictions/submission
#48 opened Nov 12, 2023 by ZackLarsen Make submission
Track artifacts with MLflow
#46 opened Nov 12, 2023 by ZackLarsen
Train benchmark catboost model
#36 opened Oct 28, 2023 by ZackLarsen First benchmark model trained
DeepSurv model trained
#31 opened Oct 21, 2023 by ZackLarsen
Random Survival Forest model trained
#30 opened Oct 21, 2023 by ZackLarsen
Time-Varying Cox regression model trained
#29 opened Oct 21, 2023 by ZackLarsen
Train automl model with mlflow and maybe PyCaret
#26 opened Oct 9, 2023 by ZackLarsen
Read this article
#25 opened Oct 8, 2023 by ZackLarsen
Set up MLflow recipes layout
#18 opened Feb 12, 2023 by ZackLarsen
Format final predictions
#15 opened Feb 12, 2023 by ZackLarsen Make submission
Generate predictions
#14 opened Feb 12, 2023 by ZackLarsen Make submission
Add issues for each approach in this post (see notes)
#13 opened Feb 12, 2023 by ZackLarsen
Make Quarto EDA notebook
#12 opened Feb 12, 2023 by ZackLarsen
Impute with IterativeImputer
#9 opened Aug 21, 2022 by ZackLarsen
Create script for DeepSurv model
#6 opened Nov 18, 2021 by ZackLarsen
@ZackLarsen
Make late submission
#4 opened Nov 18, 2021 by ZackLarsen Make submission
@ZackLarsen
Create script for multiple data imputation
#3 opened Nov 18, 2021 by ZackLarsen
@ZackLarsen
ProTip! Updated in the last three days: updated:>2025-01-02.