Create a voting classifier ensemble for more advanced accuracy · infinitered/nsfwjs#491 | Good First Issue

(1 评论) (0 反应) (0 负责人)JavaScript (507 fork)batch import

enhancementhelp wanted

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Star: (7,090 star)
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描述

Currently, we have two models. The more accurate one that has type 2 errors, and the slightly less accurate one that has far more type 1 errors

We can combine them with a voting classifier and get higher accuracy.

https://medium.com/@sanchitamangale12/voting-classifier-1be10db6d7a5

Thoughts?

贡献者指南

研究方向: 研究如何使用TensorFlow.js实现投票分类器集成。了解如何通过加权平均或多数投票组合多个模型的预测，并将其集成到nsfwjs库中。
技术栈: javascripttensorflow
领域: machine learningai
议题类型: 功能
难度: 3
预计时间: 半天
活动状态: 新近可参与
清晰度: 清晰
前置要求: TensorFlow.jsEnsemble learning basics
新手友好度: 60