{"title":"机器学习和数据分析方法综述","authors":"Qingyang Wu","doi":"10.1145/3318299.3318300","DOIUrl":null,"url":null,"abstract":"This report provides an overview of machine learning and data analysis with explanation of the advantages and disadvantages of different methods. I also demonstrate a practical implementation of the described methods on a dataset of real estate prices.","PeriodicalId":164987,"journal":{"name":"International Conference on Machine Learning and Computing","volume":"99 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"A Review of Methods Used in Machine Learning and Data Analysis\",\"authors\":\"Qingyang Wu\",\"doi\":\"10.1145/3318299.3318300\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This report provides an overview of machine learning and data analysis with explanation of the advantages and disadvantages of different methods. I also demonstrate a practical implementation of the described methods on a dataset of real estate prices.\",\"PeriodicalId\":164987,\"journal\":{\"name\":\"International Conference on Machine Learning and Computing\",\"volume\":\"99 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-02-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Conference on Machine Learning and Computing\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3318299.3318300\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Machine Learning and Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3318299.3318300","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Review of Methods Used in Machine Learning and Data Analysis
This report provides an overview of machine learning and data analysis with explanation of the advantages and disadvantages of different methods. I also demonstrate a practical implementation of the described methods on a dataset of real estate prices.