Pub Date : 1900-01-01DOI: 10.1007/978-981-19-5170-1_5
T. Bartz-Beielstein, Olaf Mersmann, Sowmya Chandrasekaran
{"title":"Ranking and Result Aggregation","authors":"T. Bartz-Beielstein, Olaf Mersmann, Sowmya Chandrasekaran","doi":"10.1007/978-981-19-5170-1_5","DOIUrl":"https://doi.org/10.1007/978-981-19-5170-1_5","url":null,"abstract":"","PeriodicalId":296652,"journal":{"name":"Hyperparameter Tuning for Machine and Deep Learning with R","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123770890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-981-19-5170-1_8
T. Bartz-Beielstein, Sowmya Chandrasekaran, Frederik Rehbach, Martin Zaefferer
{"title":"Case Study I: Tuning Random Forest (Ranger)","authors":"T. Bartz-Beielstein, Sowmya Chandrasekaran, Frederik Rehbach, Martin Zaefferer","doi":"10.1007/978-981-19-5170-1_8","DOIUrl":"https://doi.org/10.1007/978-981-19-5170-1_8","url":null,"abstract":"","PeriodicalId":296652,"journal":{"name":"Hyperparameter Tuning for Machine and Deep Learning with R","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133970468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-981-19-5170-1_3
T. Bartz-Beielstein, Martin Zaefferer
{"title":"Models","authors":"T. Bartz-Beielstein, Martin Zaefferer","doi":"10.1007/978-981-19-5170-1_3","DOIUrl":"https://doi.org/10.1007/978-981-19-5170-1_3","url":null,"abstract":"","PeriodicalId":296652,"journal":{"name":"Hyperparameter Tuning for Machine and Deep Learning with R","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129571885","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-981-19-5170-1_10
T. Bartz-Beielstein, Sowmya Chandrasekaran, Frederik Rehbach
{"title":"Case Study III: Tuning of Deep Neural Networks","authors":"T. Bartz-Beielstein, Sowmya Chandrasekaran, Frederik Rehbach","doi":"10.1007/978-981-19-5170-1_10","DOIUrl":"https://doi.org/10.1007/978-981-19-5170-1_10","url":null,"abstract":"","PeriodicalId":296652,"journal":{"name":"Hyperparameter Tuning for Machine and Deep Learning with R","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128362554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-981-19-5170-1_4
T. Bartz-Beielstein, Martin Zaefferer
{"title":"Hyperparameter Tuning Approaches","authors":"T. Bartz-Beielstein, Martin Zaefferer","doi":"10.1007/978-981-19-5170-1_4","DOIUrl":"https://doi.org/10.1007/978-981-19-5170-1_4","url":null,"abstract":"","PeriodicalId":296652,"journal":{"name":"Hyperparameter Tuning for Machine and Deep Learning with R","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131321155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-981-19-5170-1_7
Florian Dumpert, Elena Schmidt
{"title":"Hyperparameter Tuning in German Official Statistics","authors":"Florian Dumpert, Elena Schmidt","doi":"10.1007/978-981-19-5170-1_7","DOIUrl":"https://doi.org/10.1007/978-981-19-5170-1_7","url":null,"abstract":"","PeriodicalId":296652,"journal":{"name":"Hyperparameter Tuning for Machine and Deep Learning with R","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130718996","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-981-19-5170-1_12
Martin Zaefferer, Olaf Mersmann, T. Bartz-Beielstein
{"title":"Global Study: Influence of Tuning","authors":"Martin Zaefferer, Olaf Mersmann, T. Bartz-Beielstein","doi":"10.1007/978-981-19-5170-1_12","DOIUrl":"https://doi.org/10.1007/978-981-19-5170-1_12","url":null,"abstract":"","PeriodicalId":296652,"journal":{"name":"Hyperparameter Tuning for Machine and Deep Learning with R","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128615827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-981-19-5170-1_2
T. Bartz-Beielstein, Martin Zaefferer, Olaf Mersmann
{"title":"Tuning: Methodology","authors":"T. Bartz-Beielstein, Martin Zaefferer, Olaf Mersmann","doi":"10.1007/978-981-19-5170-1_2","DOIUrl":"https://doi.org/10.1007/978-981-19-5170-1_2","url":null,"abstract":"","PeriodicalId":296652,"journal":{"name":"Hyperparameter Tuning for Machine and Deep Learning with R","volume":"515 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116034009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-981-19-5170-1
{"title":"Hyperparameter Tuning for Machine and Deep Learning with R: A Practical Guide","authors":"","doi":"10.1007/978-981-19-5170-1","DOIUrl":"https://doi.org/10.1007/978-981-19-5170-1","url":null,"abstract":"","PeriodicalId":296652,"journal":{"name":"Hyperparameter Tuning for Machine and Deep Learning with R","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121928385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 1900-01-01DOI: 10.1007/978-981-19-5170-1_11
Martin Zaefferer, Sowmya Chandrasekaran
{"title":"Case Study IV: Tuned Reinforcement Learning (in Python)","authors":"Martin Zaefferer, Sowmya Chandrasekaran","doi":"10.1007/978-981-19-5170-1_11","DOIUrl":"https://doi.org/10.1007/978-981-19-5170-1_11","url":null,"abstract":"","PeriodicalId":296652,"journal":{"name":"Hyperparameter Tuning for Machine and Deep Learning with R","volume":"39 15","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133007795","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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