Example of k-NN rule with k = 3 • There are two classes: yellow triangles and blue squares. The circle represents the unknown sample x and as two of its nearest neighbors come from class θ 2, it is …

Students will develop simple methods that can be used to distinguish between metals, polymers, ceramics, and composite materials. Students will then have the opportunity to classify random …

A facility in one of the following four classes of facilities: autobody shops, as described by NAICS Codes 441110 or 811121; gasoline stations, as described by NAICS Codes 447110 and 447190; dry …

To address this, we introduce FinSheet-Bench, a benchmark of synthetic financial portfolio data modeled on real private equity fund structures, designed to evaluate LLM performance on text …

arks do not systematically evaluate these agentic behaviors. To address this gap, we introduce ATOD, a benchmark and synthetic dialogue gener-ation pipeline that produces ric. ly annotated conversations …

ategory Management? Category Management is a structured approach to the procurement of goods and services, which applies best practice tools and techniques in the development and implementation of …

varying levels of category complexity. By doing so, we expect to enhance the quality of prototypical predictio s and improve the overall performance. Supplementary Materials In this section, we report …