baseline

Tag

Cards List
#baseline

Nearest-neighbour baselines for fingerprint prediction from MS/MS spectra under different assumptions

arXiv cs.LG ↗ · 2026-10-05 Cached

该预印本系统比较了在不同推理信息假设(无化学式、已知化学式、峰值带子式注释)下的最近邻基线方法,用于从MS/MS光谱预测分子指纹,评估了五种谱相似度在NPLIB1与MassSpecGym数据集上的表现。

0 favorites 0 likes
#baseline

Worse than Random: The Importance of a Baseline for Unsupervised Feature Selection

arXiv cs.LG ↗ · 2026-05-25 Cached

This paper proposes using random feature selection as a baseline and empirically shows that many state-of-the-art unsupervised feature selection methods are outperformed by random selection in both performance and efficiency.

0 favorites 0 likes
← Back to home

Submit Feedback