René's URL Explorer Experiment


Title: GitHub - Escape-Li/bayes-python: 基于python的贝叶斯分类算法（数据集为Iris_data） · GitHub

Open Graph Title: GitHub - Escape-Li/bayes-python: 基于python的贝叶斯分类算法（数据集为Iris_data）

X Title: GitHub - Escape-Li/bayes-python: 基于python的贝叶斯分类算法（数据集为Iris_data）

Description: 基于python的贝叶斯分类算法（数据集为Iris_data）. Contribute to Escape-Li/bayes-python development by creating an account on GitHub.

Open Graph Description: 基于python的贝叶斯分类算法（数据集为Iris_data）. Contribute to Escape-Li/bayes-python development by creating an account on GitHub.

X Description: 基于python的贝叶斯分类算法（数据集为Iris_data）. Contribute to Escape-Li/bayes-python development by creating an account on GitHub.

Opengraph URL: https://github.com/Escape-Li/bayes-python

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:caf74c01-49e9-aa4f-f736-c436d1c6a725
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idE554:3BE023:1153D56:174CC79:6A544E25
html-safe-nonceeb20cb0d98816c7ff4e4fc770eece664b0c87f60f054420eb214c8d4471c9115
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFNTU0OjNCRTAyMzoxMTUzRDU2OjE3NENDNzk6NkE1NDRFMjUiLCJ2aXNpdG9yX2lkIjoiODg5MjExMjIzMTk4NDI4NzI2OSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac866ea2d9229c76b241897d07fcc238689cff3d26eb330b5ad349fdcdac62ad13
hovercard-subject-tagrepository:219753125
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/Escape-Li/bayes-python
twitter:imagehttps://opengraph.githubassets.com/e2fe0e72bf97197160420172f44fe5a58fa89c41e3dd9831fe4d993fcab74000/Escape-Li/bayes-python
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/e2fe0e72bf97197160420172f44fe5a58fa89c41e3dd9831fe4d993fcab74000/Escape-Li/bayes-python
og:image:alt基于python的贝叶斯分类算法（数据集为Iris_data）. Contribute to Escape-Li/bayes-python development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Noneb9a586c06a05a7a86fc7e3f4dbd03e42f6869085879aa184aa6369456dbd50fb
turbo-cache-controlno-cache
go-importgithub.com/Escape-Li/bayes-python git https://github.com/Escape-Li/bayes-python.git
octolytics-dimension-user_id53962688
octolytics-dimension-user_loginEscape-Li
octolytics-dimension-repository_id219753125
octolytics-dimension-repository_nwoEscape-Li/bayes-python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id133013719
octolytics-dimension-repository_parent_nwoErikfather/bayes-python
octolytics-dimension-repository_network_root_id133013719
octolytics-dimension-repository_network_root_nwoErikfather/bayes-python
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release07a982c1d40157c619b364352b704c3ce66bb332
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/Escape-Li/bayes-python#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FEscape-Li%2Fbayes-python
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/enterprise/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FEscape-Li%2Fbayes-python
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=Escape-Li%2Fbayes-python
Reloadhttps://github.com/Escape-Li/bayes-python
Reloadhttps://github.com/Escape-Li/bayes-python
Reloadhttps://github.com/Escape-Li/bayes-python
Escape-Li https://github.com/Escape-Li
bayes-pythonhttps://github.com/Escape-Li/bayes-python
Erikfather/bayes-pythonhttps://github.com/Erikfather/bayes-python
Notifications https://github.com/login?return_to=%2FEscape-Li%2Fbayes-python
Fork 0 https://github.com/login?return_to=%2FEscape-Li%2Fbayes-python
Star 0 https://github.com/login?return_to=%2FEscape-Li%2Fbayes-python
Code https://github.com/Escape-Li/bayes-python
Pull requests 0 https://github.com/Escape-Li/bayes-python/pulls
Actions https://github.com/Escape-Li/bayes-python/actions
Projects https://github.com/Escape-Li/bayes-python/projects
Security and quality 0 https://github.com/Escape-Li/bayes-python/security
Insights https://github.com/Escape-Li/bayes-python/pulse
Code https://github.com/Escape-Li/bayes-python
Pull requests https://github.com/Escape-Li/bayes-python/pulls
Actions https://github.com/Escape-Li/bayes-python/actions
Projects https://github.com/Escape-Li/bayes-python/projects
Security and quality https://github.com/Escape-Li/bayes-python/security
Insights https://github.com/Escape-Li/bayes-python/pulse
https://github.com/Escape-Li/bayes-python
Brancheshttps://github.com/Escape-Li/bayes-python/branches
Tagshttps://github.com/Escape-Li/bayes-python/tags
https://github.com/Escape-Li/bayes-python/branches
https://github.com/Escape-Li/bayes-python/tags
7 Commitshttps://github.com/Escape-Li/bayes-python/commits/master/
https://github.com/Escape-Li/bayes-python/commits/master/
README.mdhttps://github.com/Escape-Li/bayes-python/blob/master/README.md
README.mdhttps://github.com/Escape-Li/bayes-python/blob/master/README.md
bayes_iris.pyhttps://github.com/Escape-Li/bayes-python/blob/master/bayes_iris.py
bayes_iris.pyhttps://github.com/Escape-Li/bayes-python/blob/master/bayes_iris.py
iris_data.txthttps://github.com/Escape-Li/bayes-python/blob/master/iris_data.txt
iris_data.txthttps://github.com/Escape-Li/bayes-python/blob/master/iris_data.txt
iris_test_data.jpghttps://github.com/Escape-Li/bayes-python/blob/master/iris_test_data.jpg
iris_test_data.jpghttps://github.com/Escape-Li/bayes-python/blob/master/iris_test_data.jpg
iris_test_data.txthttps://github.com/Escape-Li/bayes-python/blob/master/iris_test_data.txt
iris_test_data.txthttps://github.com/Escape-Li/bayes-python/blob/master/iris_test_data.txt
result.jpghttps://github.com/Escape-Li/bayes-python/blob/master/result.jpg
result.jpghttps://github.com/Escape-Li/bayes-python/blob/master/result.jpg
READMEhttps://github.com/Escape-Li/bayes-python
https://github.com/Escape-Li/bayes-python#bayes-python
https://github.com/Escape-Li/bayes-python#具体代码见bayes_irispy
https://github.com/Escape-Li/bayes-python#我直接用了iris_data数据集每种花我选取前45条数据当做训练集剩下5条数据另外存入测试集iris_test_data并将数据随机手动打乱
https://github.com/Escape-Li/bayes-python#测试集如下
https://github.com/Erikfather/bayes-python/blob/master/iris_test_data.jpg
https://github.com/Escape-Li/bayes-python#因为这个数据集是连续性属性所以需要利用概率密度函数
https://github.com/Escape-Li/bayes-python#具体实验步骤为
https://github.com/Escape-Li/bayes-python#1先读取数据集
https://github.com/Escape-Li/bayes-python#2计算训练数据集上每个类别的各个特征属性上的均值和方差
https://github.com/Escape-Li/bayes-python#3开始对测试数据集进行分类
https://github.com/Escape-Li/bayes-python#4首先估计先验概率这里我每个类别所占整体数据集的比例是一样的
https://github.com/Escape-Li/bayes-python#5利用概率密度函数计算测试数据集上各个属性在每个类别上的条件概率
https://github.com/Escape-Li/bayes-python#6计算后验概率先验概率条件概率
https://github.com/Escape-Li/bayes-python#7比较在各个类别上的后验概率取最大值则分为这个类别
https://github.com/Escape-Li/bayes-python#结果如下
https://github.com/Erikfather/bayes-python/blob/master/result.jpg
https://github.com/Escape-Li/bayes-python#我们将结果与测试集比较发现结果完全正确
Readme https://github.com/Escape-Li/bayes-python#readme-ov-file
Please reload this pagehttps://github.com/Escape-Li/bayes-python
Activityhttps://github.com/Escape-Li/bayes-python/activity
0 forkshttps://github.com/Escape-Li/bayes-python/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FEscape-Li%2Fbayes-python&report=Escape-Li+%28user%29
Releaseshttps://github.com/Escape-Li/bayes-python/releases
Packages 0https://github.com/users/Escape-Li/packages?repo_name=bayes-python
Please reload this pagehttps://github.com/Escape-Li/bayes-python
Contributorshttps://github.com/Escape-Li/bayes-python/graphs/contributors
Please reload this pagehttps://github.com/Escape-Li/bayes-python
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.