{"id":15336451,"url":"https://github.com/myxof/classification","last_synced_at":"2025-04-12T17:50:00.227Z","repository":{"id":82264152,"uuid":"47112620","full_name":"MyXOF/classification","owner":"MyXOF","description":"classification algorithm use kmeans and dbscan","archived":false,"fork":false,"pushed_at":"2015-12-08T10:15:18.000Z","size":1562,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-02-16T03:35:51.787Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Java","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/MyXOF.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2015-11-30T10:53:06.000Z","updated_at":"2015-11-30T10:53:25.000Z","dependencies_parsed_at":"2023-05-25T03:30:49.074Z","dependency_job_id":null,"html_url":"https://github.com/MyXOF/classification","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MyXOF%2Fclassification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MyXOF%2Fclassification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MyXOF%2Fclassification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MyXOF%2Fclassification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MyXOF","download_url":"https://codeload.github.com/MyXOF/classification/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248610362,"owners_count":21132920,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-01T10:15:54.655Z","updated_at":"2025-04-12T17:50:00.206Z","avatar_url":"https://github.com/MyXOF.png","language":"Java","funding_links":[],"categories":[],"sub_categories":[],"readme":"# classification\nclassification algorithm use kmeans and dbscan\n\n#############################\t\t使用说明\t\t#############################\n##\n##\t1.在运行程序之前，请确保机器安装了Java jdk1.7获个高版本，并且正确设置了Java的环境变量\n##\n##\t2.在bin目录下，有若干*.sh文件，适用于对于Linux/Mac OS X用户，对于windows用户，暂不提供脚本支持\n##\n##\t3.Kmeans算法\n##\t\t3.1查看示例\n##\t\t\tcd bin\n##\t\t\t./kmeans-example.sh\n##\n##\t\t结果默认输出K=11的分析结果\n##\t\tINFO  [2015-12-01 16:15:20,216] [main] xof.classification.kmeans.KMeansAlgorithm:147 - KMeansAlgorithm: purity is 0.7197737019801077\n##\t\tINFO  [2015-12-01 16:15:20,246] [main] xof.classification.kmeans.KMeansAlgorithm:148 - KMeansAlgorithm: f_score list is [\u003c861,0.48318845333770705\u003e, \u003c74683,0.8012961462793659\u003e, \u003c209,1.0\u003e, \u003c13556,1.0\u003e, \u003c2501,1.0\u003e, \u003c46,0.6743914313534566\u003e, \u003c2333,0.7305334846765039\u003e, \u003c2226,0.6903499469777306\u003e, \u003c11543,0.47140115163147794\u003e, \u003c11543,0.3711151736745887\u003e, \u003c74683,0.49796983758700697\u003e]\n##\n##\t\t第一行表示在K=11时，聚类结果的purity\n##\t\t第二行表示在K=11时，对于每一个聚类的簇，该簇中数量最多的点的标号和该标号的f-score\n##\n##\t\t3.2批量分析\n##\t\t\tcd bin\n##\t\t\tvim config.properties\n##\t\t\t\t修改kmeans_set，该属性表示k的取值集合，以','分割\n##\t\t\t\t修改kmeans_resultpath，该属性表示将生成结果文件保存的路径\n##\t\t\t./kmeans-start.sh\n##\t\t\t查看结果文件\n##\n##\t4.DBScan算法\n##\t\t4.1产看示例\n##\t\tcd bin\n##\t\t./dbscan-example.sh\n##\t\t输出结果默认eps=1.0，minpts=7：\n##\t\t...\n##\t\tINFO  [2015-12-01 16:31:40,671] [main] xof.classification.dbscan.DBScanAlgorithm:110 - DBScanAlgorithm: purity is 0.7805456702253856\n##\t\tINFO  [2015-12-01 16:31:40,673] [main] xof.classification.dbscan.DBScanAlgorithm:111 - DBScanAlgorithm: f_score list is [\u003c861,0.466444814198558\u003e, \u003c74683,1.0\u003e, \u003c2501,1.0\u003e, \u003c843,1.0\u003e, \u003c2226,1.0\u003e, \u003c2333,1.0\u003e, \u003c93036,1.0\u003e, \u003c209,1.0\u003e]\n##\n##\t\t4.2批量分析\n##\t\t\tcd bin\n##\t\t\tvim config.properties\n##\t\t\t\t修改dbscan_eps，该属性表示eps取值范围，以','分割，第一个参数表示初始值，第二个参数表示最大值，第三个参数表示每次累加的值\n##\t\t\t\t修改dbscan_minpts，该属性表示minpts取值范围，以','分割，第一个参数表示初始值，第二个参数表示最大值，第三个参数表示每次累加的值\n##\t\t\t\t修改dbscan_resultpath，该属性表示将生成结果文件保存的路径\n##\t\t\t./kmeans-start.sh\n##\t\t\t查看结果文件\n##\n##\n##\n#############################\t\t导入Eclipse\t\t#############################\n##\n##\t1. 安装Eclipse和Maven插件，在机器上安装Maven并设置环境变量\n##\t2. File -\u003e Import.. -\u003e Maven -\u003e Existing Maven Project -\u003e classification\n##\t3. 右键项目 classification -\u003e Maven -\u003e update project.. -\u003e Force update of Snapshots/Release -\u003e OK\n##\t4. 修改配置文件在src/main/resources目录中进行\n##\t5. 导出jar包\n##\t\tcd classification\n##\t\tmvn clean\n##\t\tmvn package dependency:copy-dependencies\n##\t6.按\"使用说明\"中的步骤启动\n##\n##\n##\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmyxof%2Fclassification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmyxof%2Fclassification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmyxof%2Fclassification/lists"}