VCPA-based hybrid strategy.zip
光谱信息的特征选择，通过云永欢等提出的VCPA来进行光谱信息的特征选择（文件中包含了VCPA，IRIV，VCPA-GA以及VCPA-IRIV等光谱的变量选择算法）。In this study, we propose a hybrid variable selection strategy based on the continuous shrinkage of variable space which is the core idea of variable combination population analysis (VCPA). The VCPA-based hybrid strategy continuously shrinks the variable space from big to small and optimizes it based on modified VCPA in the first step. It then employs iteratively retaining informative variables (IRIV) and a genetic algorithm (GA) to carry out further optimization in the second step. It takes full advantage of VCPA, GA, and IRIV, and makes up for their drawbacks in the face of high numbers of variables. Three NIR datasets and three variable selection methods including two widely-used methods (competitive adaptive reweighted sampling, CARS and genetic algorithm-interval partial least squares, GA–iPLS) and one hybrid method (variable importance in projection coupled with genetic algorithm, VIP–GA) were used to investigate the improvement of VCPA-based hybrid strategy.
文件下载
资源详情
[{"title":"（ 87 个子文件 795KB ） VCPA-based hybrid strategy.zip","children":[{"title":"license.txt <span style='color:#111;'> 1.45KB </span>","children":null,"spread":false},{"title":"VCPA-based hybrid strategy","children":[{"title":"plscvfold.m <span style='color:#111;'> 2.68KB </span>","children":null,"spread":false},{"title":"tp.m <span style='color:#111;'> 451B </span>","children":null,"spread":false},{"title":"pls_nipals.m <span style='color:#111;'> 1.69KB </span>","children":null,"spread":false},{"title":"VCPA_IRIV.m <span style='color:#111;'> 4.42KB </span>","children":null,"spread":false},{"title":"pls.m <span style='color:#111;'> 1.83KB </span>","children":null,"spread":false},{"title":"genpls","children":[{"title":"sc_ga.m <span style='color:#111;'> 371B </span>","children":null,"spread":false},{"title":"zoomrb.m <span style='color:#111;'> 4.89KB </span>","children":null,"spread":false},{"title":"gapls.m <span style='color:#111;'> 6.85KB </span>","children":null,"spread":false},{"title":"tilefigs.m <span style='color:#111;'> 2.58KB </span>","children":null,"spread":false},{"title":"checktw.m <span style='color:#111;'> 208B </span>","children":null,"spread":false},{"title":"hs_err_pid4544.log <span style='color:#111;'> 21.60KB </span>","children":null,"spread":false},{"title":"BETACDF.M <span style='color:#111;'> 1.24KB </span>","children":null,"spread":false},{"title":"BETAPDF.M <span style='color:#111;'> 1.18KB </span>","children":null,"spread":false},{"title":"update.m <span style='color:#111;'> 962B </span>","children":null,"spread":false},{"title":"pr_ga.m <span style='color:#111;'> 429B </span>","children":null,"spread":false},{"title":"distchck.m <span style='color:#111;'> 3.45KB </span>","children":null,"spread":false},{"title":"plotone.m <span style='color:#111;'> 3.56KB </span>","children":null,"spread":false},{"title":"gaplssp.m <span style='color:#111;'> 7.25KB </span>","children":null,"spread":false},{"title":"backw.m <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"plotmore.m <span style='color:#111;'> 726B </span>","children":null,"spread":false},{"title":"chksubs.m <span style='color:#111;'> 342B </span>","children":null,"spread":false},{"title":"gaplsout.m <span style='color:#111;'> 6.60KB </span>","children":null,"spread":false},{"title":"predpls.m <span style='color:#111;'> 3.40KB </span>","children":null,"spread":false},{"title":"plsgacv.m <span style='color:#111;'> 1.74KB </span>","children":null,"spread":false},{"title":"gaplsopt.m <span style='color:#111;'> 5.84KB </span>","children":null,"spread":false},{"title":"err_ga.m <span style='color:#111;'> 824B </span>","children":null,"spread":false},{"title":"randomiz.m <span style='color:#111;'> 48B </span>","children":null,"spread":false},{"title":"mangapls.pdf <span style='color:#111;'> 18.80KB </span>","children":null,"spread":false},{"title":"reg_ga.m <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"finv.m <span style='color:#111;'> 1.30KB </span>","children":null,"spread":false},{"title":"BETAINV.M <span style='color:#111;'> 2.70KB </span>","children":null,"spread":false}],"spread":false},{"title":"get_replace_result.m <span style='color:#111;'> 585B </span>","children":null,"spread":false},{"title":"predict.m <span style='color:#111;'> 1.24KB </span>","children":null,"spread":false},{"title":"pretreat.m <span style='color:#111;'> 790B </span>","children":null,"spread":false},{"title":"Corn.mat <span style='color:#111;'> 438.50KB </span>","children":null,"spread":false},{"title":"VCPA.m <span style='color:#111;'> 5.11KB </span>","children":null,"spread":false},{"title":"VCPA_GA.m <span style='color:#111;'> 4.25KB </span>","children":null,"spread":false},{"title":"get_matrix_result.m <span style='color:#111;'> 419B </span>","children":null,"spread":false},{"title":"Example.m <span style='color:#111;'> 3.42KB </span>","children":null,"spread":false},{"title":"generate_binary_matrix_IRIV.m <span style='color:#111;'> 729B </span>","children":null,"spread":false},{"title":"IRIV.m <span style='color:#111;'> 4.12KB </span>","children":null,"spread":false},{"title":"generate_binary_matrix_VCPA.m <span style='color:#111;'> 992B </span>","children":null,"spread":false},{"title":"backward_elimination.m <span style='color:#111;'> 1.74KB </span>","children":null,"spread":false}],"spread":false},{"title":"VCPA based hybrid strategy","children":[{"title":"plscvfold.m <span style='color:#111;'> 2.68KB </span>","children":null,"spread":false},{"title":"tp.m <span style='color:#111;'> 451B </span>","children":null,"spread":false},{"title":"pls_nipals.m <span style='color:#111;'> 1.69KB </span>","children":null,"spread":false},{"title":"VCPA_IRIV.m <span style='color:#111;'> 4.42KB </span>","children":null,"spread":false},{"title":"pls.m <span style='color:#111;'> 1.83KB </span>","children":null,"spread":false},{"title":"genpls","children":[{"title":"sc_ga.m <span style='color:#111;'> 371B </span>","children":null,"spread":false},{"title":"zoomrb.m <span style='color:#111;'> 4.89KB </span>","children":null,"spread":false},{"title":"gapls.m <span style='color:#111;'> 6.85KB </span>","children":null,"spread":false},{"title":"tilefigs.m <span style='color:#111;'> 2.58KB </span>","children":null,"spread":false},{"title":"checktw.m <span style='color:#111;'> 208B </span>","children":null,"spread":false},{"title":"hs_err_pid4544.log <span style='color:#111;'> 21.60KB </span>","children":null,"spread":false},{"title":"BETACDF.M <span style='color:#111;'> 1.24KB </span>","children":null,"spread":false},{"title":"BETAPDF.M <span style='color:#111;'> 1.18KB </span>","children":null,"spread":false},{"title":"update.m <span style='color:#111;'> 962B </span>","children":null,"spread":false},{"title":"pr_ga.m <span style='color:#111;'> 429B </span>","children":null,"spread":false},{"title":"distchck.m <span style='color:#111;'> 3.45KB </span>","children":null,"spread":false},{"title":"plotone.m <span style='color:#111;'> 3.56KB </span>","children":null,"spread":false},{"title":"gaplssp.m <span style='color:#111;'> 7.25KB </span>","children":null,"spread":false},{"title":"backw.m <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"plotmore.m <span style='color:#111;'> 726B </span>","children":null,"spread":false},{"title":"chksubs.m <span style='color:#111;'> 342B </span>","children":null,"spread":false},{"title":"gaplsout.m <span style='color:#111;'> 6.60KB </span>","children":null,"spread":false},{"title":"predpls.m <span style='color:#111;'> 3.40KB </span>","children":null,"spread":false},{"title":"plsgacv.m <span style='color:#111;'> 1.74KB </span>","children":null,"spread":false},{"title":"gaplsopt.m <span style='color:#111;'> 5.84KB </span>","children":null,"spread":false},{"title":"err_ga.m <span style='color:#111;'> 824B </span>","children":null,"spread":false},{"title":"randomiz.m <span style='color:#111;'> 48B </span>","children":null,"spread":false},{"title":"mangapls.pdf <span style='color:#111;'> 18.80KB </span>","children":null,"spread":false},{"title":"reg_ga.m <span style='color:#111;'> 1.33KB </span>","children":null,"spread":false},{"title":"finv.m <span style='color:#111;'> 1.30KB </span>","children":null,"spread":false},{"title":"BETAINV.M <span style='color:#111;'> 2.70KB </span>","children":null,"spread":false}],"spread":false},{"title":"get_replace_result.m <span style='color:#111;'> 585B </span>","children":null,"spread":false},{"title":"predict.m <span style='color:#111;'> 1.24KB </span>","children":null,"spread":false},{"title":"pretreat.m <span style='color:#111;'> 790B </span>","children":null,"spread":false},{"title":"Corn.mat <span style='color:#111;'> 438.50KB </span>","children":null,"spread":false},{"title":"VCPA.m <span style='color:#111;'> 5.28KB </span>","children":null,"spread":false},{"title":"VCPA_GA.m <span style='color:#111;'> 4.25KB </span>","children":null,"spread":false},{"title":"get_matrix_result.m <span style='color:#111;'> 419B </span>","children":null,"spread":false},{"title":"Example.m <span style='color:#111;'> 1018B </span>","children":null,"spread":false},{"title":"generate_binary_matrix_IRIV.m <span style='color:#111;'> 729B </span>","children":null,"spread":false},{"title":"IRIV.m <span style='color:#111;'> 4.09KB </span>","children":null,"spread":false},{"title":"generate_binary_matrix_VCPA.m <span style='color:#111;'> 992B </span>","children":null,"spread":false},{"title":"backward_elimination.m <span style='color:#111;'> 1.74KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}]
评论信息
其他资源
- PHP Live Chat Pro 2020新版在线客服系统/源码带手机APP客服端带搭建视频教程
- 23个64k编程大赛的作品（无重复）
- VNX5400-硬件信息指南
- C++实现的非常好的一个矩阵类
- Digital-Design-5th-Edition-Morris-Mano《数字设计》英文原版第五版-可搜索版.pdf
- 北京市所有小区的基础数据
- 推荐系统-基于用户的协同过滤(movie数据集)
- ZXR10 M6000路由器基本操作与配置实习手册.pdf
- 基于protues仿真的声控电子锁设计（含PCB）
- window7-64位-视频解码驱动
- 数据结构(c语言版） 严蔚敏著
- 用Docker构建与环境无关的系统
- 汽车传感器实例.pdf
- 《合作式智能运输系统 车用通信系统应用层及应用数据交互标准》（TCSAE 53-2017）全文 中国 V2X 标准.pdf
- discord-aybush-bot：一种discord bot，它负责管理频道并发送诸如抽搐流之类的通知-源码
- 不用破解的bp企业版
- ls -R 递归显示
- lcx工具，包括arm9和win版本
- scratch坦克大战demo
- Android中zip解压漏洞分析
- 模拟卫星旋转和地球自转
- 公安执法档案管理系统
- SQLite在android中实现增删改查小例子
免责申明
【只为小站】的资源来自网友分享，仅供学习研究，请务必在下载后24小时内给予删除，不得用于其他任何用途，否则后果自负。基于互联网的特殊性，【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查；无论 【只为小站】 经营者是否已进行审查，用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明