Machine learning classifies data for enhanced algorithm performance in various applications. Lazy learners and eager learners represent key categories of classification algorithms. Effective data ...

There are many machine learning techniques for binary classification. One of the most powerful techniques is to use the LightGBM (lightweight gradient boosting machine) system. LightGBM is a ...

Machine learning’s popularity stems from its ... In the end, rather than treating everything as a binary classification problem, we need to recognize that some problems require more complex ...

The patent, issued on February 25, 2025, covers a novel method for analyzing binary software efficiently by leveraging machine learning to predict peak memory usage and dynamically allocate ...

U.S. Patent No. US 12,236,262 -- "Machine Learning Technique for Efficiently Scheduling Tasks for Large-Scale Analysis of Binary Executables." SANTA MONICA, Calif., February 26, 2025--(BUSINESS WIRE)- ...