Stability Selection with Error Control
Perform stability selection in matlab using a variety of feature selection methods
Real-time bubble-risk dashboard — 7-indicator composite index with a Bayesian drawdown model and purged walk-forward validation
Bootstrap resampling is used to estimate confidence interval of variables in Lasso (some famous methods are bolasso and stability selection). This MATLAB package performs this in an efficient manner by conducting the resampling in a semi-analytic manner, enabling to avoid numerical resampling. MATLAB version is available: https://github.com/T-Ob…
Bootstrap resampling is used to estimate confidence interval of variables in Lasso (some famous methods are bolasso and stability selection). This MATLAB package performs this in an efficient manner by conducting the resampling in a semi-analytic manner, enabling to avoid numerical resampling. Python translation is available: https://github.com/…
Feature Selection benchmark and analysis on multi-omics PDAC datasets
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