Package: LCCkNN
Title: Adaptive k-Nearest Neighbor Classifier Based on Local Curvature
        Estimation
Version: 0.1.0
Authors@R: person("Gabriel", "Pereira", ,email = "gabrielfreitaspereira10@gmail.com", role = c("aut", "cre"))
Description: Implements the kK-NN algorithm, an adaptive k-nearest neighbor classifier that adjusts the neighborhood size based on local data curvature. The method estimates local Gaussian curvature by approximating the shape operator of the data manifold. This approach aims to improve classification performance, particularly in datasets with limited samples.
License: MIT + file LICENSE
URL: https://github.com/Gabrielforest/LCCkNN
Encoding: UTF-8
Imports: FNN, caret, MLmetrics, stats, class
RoxygenNote: 7.3.2
NeedsCompilation: no
Packaged: 2025-08-21 20:42:36 UTC; gabrielf
Author: Gabriel Pereira [aut, cre]
Maintainer: Gabriel Pereira <gabrielfreitaspereira10@gmail.com>
Repository: CRAN
Date/Publication: 2025-08-27 12:10:02 UTC
Built: R 4.6.0; ; 2026-04-25 13:45:16 UTC; unix
