MATLAB Implementation of an Enhanced Active Learning Algorithm with Committee Query and Kernel Transformations

This active learning algorithm utilizes committee query methodology with key improvements, employing kernel transformations to efficiently handle multi-dimensional data processing through optimized feature space mappings and ensemble decision strategies.

Remote Sensing Image Classification Toolbox

Remote Sensing Image Classification Toolbox featuring multiple active learning algorithms based on Support Vector Machine classifiers with configurable hyperparameters and automated model optimization capabilities