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viraldomain (development version)

viraldomain 0.0.6

  • Data sets adjustments

viraldomain 0.0.5

  • Added a NEWS.md file to track changes to the package.

viraldomain 0.0.4

Major changes

  • Included viral and sero datasets for testing and demonstrating package functionality.

  • Implemented knn_domain_score function for calculating domain applicability scores based on K-Nearest Neighbor models.

  • Implemented mars_domain_score function for calculating domain applicability scores based on Multivariate Adaptive Regression Splines models.

  • Implemented nn_domain_score function for calculating domain applicability scores based on Neural Network models.

  • Implemented simple_domain_plot function to generate a domain plot for a simple model based on PCA distances. This function provides a visual representation of the domain applicability for the given data.

  • Implemented rf_domain_score function for calculating domain applicability scores based on Random Forest models.

  • Implemented normalized_domain_plot function to generate a domain plot for a normalized model based on PCA distances.