Optimization of Parameters C and γ in Support Vector Machines
Optimizing SVM hyperparameters C and gamma with cross-validation and grid search techniques
RGB Channel Separation for Image Analysis
Separate an RGB image into its red, green, and blue components and visualize each individual channel to understand color composition and distribution patterns.
Ant Colony Optimization Dynamic Pathfinding Algorithm
Input parameter list for Ant Colony Optimization dynamic pathfinding algorithm: G (terrain map as binary matrix where 1 represents obstacles), Tau (initial pheromone matrix considering residual pheromones from previous foraging activities), K (number of iterations representing how many ant waves are dispatched), M (number of ants per wave), S (starting point for shortest path), E (ending point/destination for shortest path)