IEEE

Multivariate Optimization of k for k-Nearest-Neighbor Feature Selection With Dichotomous Outcomes: Complex Associations, Class Imbalance, and Application to RNA-Seq in Major ...

Abstract: Optimization of nearest-neighbor feature selection depends on the number of samples and features, the type of statistical effect, the feature scoring algorithm, and class imbalance. We ...
IEEE

A Fidelity-Based Quantum K-Nearest Neighbors (FQKNN) for Enhanced Classification

Dealing with high-dimensional data is a well-known limitation for the classic K-Nearest Neighbors (KNN) algorithm, creating substantial computational and memory overhead. While Quantum Machine ...
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Smug neighbor blocked half the street with his boat using a technicality, so one homeowner outsmarted him with a clever HOA loophole

HOA bylaws are written to keep the peace, but often end up inspiring creative sabotage. After one stubborn neighbor discovered that “parked” technically required wheels, he planted his wheel-less boat ...