ロード中...

Avoid Oversimplifications in Machine Learning: Going beyond the Class-Prediction Accuracy

Class-prediction accuracy provides a quick but superficial way of determining classifier performance. It does not inform on the reproducibility of the findings or whether the selected or constructed features used are meaningful and specific. Furthermore, the class-prediction accuracy oversummarizes...

詳細記述

保存先:
書誌詳細
出版年:Patterns (N Y)
主要な著者: Ho, Sung Yang, Wong, Limsoon, Goh, Wilson Wen Bin
フォーマット: Artigo
言語:Inglês
出版事項: Elsevier 2020
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC7660406/
https://ncbi.nlm.nih.gov/pubmed/33205097
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.patter.2020.100025
タグ: タグ追加
タグなし, このレコードへの初めてのタグを付けませんか!