对原始数据集进行预处理,窗口划分,特征提取,特征融合,分类识别
数据集:Opportunity Data Set(http://archive.ics.uci.edu/ml/datasets/OPPORTUNITY+Activity+Recognition)
预处理:删除含有缺失数据("NaN")或是Locomotion标签为0的数据item
窗口划分:窗口大小64,重叠率50%
特征提取:均值,方差,相关系数,能量
特征融合:LDA(线性判别分析)
分类识别:KNN,LDA
This project forked from anyangxaut/activityrecognitionflow
对原始数据集进行预处理,窗口划分,特征提取,特征融合,分类识别
对原始数据集进行预处理,窗口划分,特征提取,特征融合,分类识别
数据集:Opportunity Data Set(http://archive.ics.uci.edu/ml/datasets/OPPORTUNITY+Activity+Recognition)
预处理:删除含有缺失数据("NaN")或是Locomotion标签为0的数据item
窗口划分:窗口大小64,重叠率50%
特征提取:均值,方差,相关系数,能量
特征融合:LDA(线性判别分析)
分类识别:KNN,LDA
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.