yvsoucom-iterkit shows that performance on two healthcare datasets is dominated by a small subset of interacting pipeline components, allowing constrained search spaces to improve efficiency, stability, and interpretability.
Adasyn: Adaptive synthetic sampling approach for imbalanced learning
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
A Reproducible Log-Driven AutoML Framework for Interpretable Pipeline Optimization in Healthcare Risk Prediction
yvsoucom-iterkit shows that performance on two healthcare datasets is dominated by a small subset of interacting pipeline components, allowing constrained search spaces to improve efficiency, stability, and interpretability.