LGJan 17, 2022

Probabilistic Alternatives to the Gower Distance: A Note on Deodata Predictors

arXiv:2201.06355v11 citations
Originality Synthesis-oriented
AI Analysis

This work addresses a methodological issue in data analysis, likely for researchers in statistics or machine learning, and appears incremental as it modifies an existing distance measure.

The paper introduces a probabilistic alternative to the Gower distance to enable a generic deodata predictor, but no concrete results or numbers are provided.

A probabilistic alternative to the Gower distance is proposed. The probabilistic distance enables the realization of a generic deodata predictor.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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