Skip to contents

multiRF 0.3.0

  • Added permutation-null filtering for residual-specific IMD; shared filtering continues to tune its cutoff with OOB error.
  • Made saturation-based entropy selection the default for model and fused top-v, with closed-form fused entropy and the earlier methods retained.
  • Replaced fork-based parallel paths with PSOCK workers and safer serial defaults for tuning grids.
  • Reconstructed missing ordinary proximity from tree membership and improved related validation, tests, and documentation.

multiRF 0.2.3

  • Added the unified plot(fit, type = ...) interface and pkgdown site.
  • Fixed clustering, OOB weights, IMD, stability, and related edge cases.
  • Improved forest-fitting speed, parallel safety, and cross-platform reproducibility; seeded unsupervised results change once from 0.2.2.
  • Added an optional fast cluster_imd() path and simplified internals, dependencies, tests, and documentation.
  • Relicensed under GPL (>= 3) with RF-SRC provenance and citations.

multiRF 0.2.2

  • Added plot_cluster_composition() for auditable cluster-by-annotation composition heatmaps with counts, normalized percentages, and consistent package styling.

multiRF 0.2.1

  • Fix: Corrected the default ytry for supervised multivariate regression.

multiRF 0.2.0

  • Added multivariate regression and unsupervised forests with parallel fitting.
  • Partition-based ranger-style tree building for faster splits.
  • IMD importance computed during tree building (zero-cost).

multiRF 0.1.1

  • Prepared package metadata for publishing (DESCRIPTION, license, and dependency declarations).
  • Added a practical README.md with installation and usage instructions.
  • Added NEWS.md to track user-facing changes.
  • Hardened build settings to exclude development artifacts.
  • Removed compiled artifacts from src/ for clean source distribution.