IEEE

Achievement Prediction System Based on Stacking Integration Algorithm

Abstract: The Stacking algorithm is a heterogeneous ensemble learning method that combines learning methods as a combination strategy. The first layer classifier is called the base classifier, and the ...
GitHub

ABC-Stacking-for-Subglacial-Lakes

This project is a stacking ensemble learning system optimized by the Artificial Bee Colony (ABC) algorithm, specifically designed to automatically predict subglacial lakes (SLs) beneath the Antarctic ...
GitHub

A hierarchical tool stacking framework that explores whether multiple small language models can collaborate to achieve performance comparable to large frontier models like GPT-4o.

This project implements a Hierarchical Tool Stacking approach to enhance small language model performance on complex reasoning tasks. Instead of relying on a single large model, we: Key Insight: Small ...