乐胖代购免代理版

{"id":"https://openalex.org/W4251087493","doi":"https://doi.org/10.12688/f1000research.9893.1","title":"exprso: an R-package for the rapid implementation of machine learning algorithms","display_name":"exprso: an R-package for the rapid implementation of machine learning algorithms","publication_year":2016,"publication_date":"2016-10-27","ids":{"openalex":"https://openalex.org/W4251087493","doi":"https://doi.org/10.12688/f1000research.9893.1","pmid":"https://pubmed.ncbi.nlm.nih.gov/29560250"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.12688/f1000research.9893.1","pdf_url":"https://f1000research.com/articles/5-2588/v1/pdf","source":{"id":"https://openalex.org/S4210239046","display_name":"F1000Research","issn_l":"2046-1402","issn":["2046-1402"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320357","host_organization_name":"Faculty of 1000","host_organization_lineage":["https://openalex.org/P4310320357"],"host_organization_lineage_names":["Faculty of 1000"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"preprint","type_crossref":"journal-article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://f1000research.com/articles/5-2588/v1/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100780236","display_name":"Thomas P. Quinn","orcid":"https://orcid.org/0000-0003-0286-6329"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Thomas Quinn","raw_affiliation_strings":["Bioinformatics Core Research Facility, Deakin University, Victoria"],"affiliations":[{"raw_affiliation_string":"Bioinformatics Core Research Facility, Deakin University, Victoria","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088147704","display_name":"Daniel S. Tylee","orcid":"https://orcid.org/0000-0002-7579-6096"},"institutions":[{"id":"https://openalex.org/I20388574","display_name":"SUNY Upstate Medical University","ror":"https://ror.org/040kfrw16","country_code":"US","type":"education","lineage":["https://openalex.org/I20388574"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Tylee","raw_affiliation_strings":["PsychGENe Lab, SUNY Upstate Medical University, Syracuse"],"affiliations":[{"raw_affiliation_string":"PsychGENe Lab, SUNY Upstate Medical University, Syracuse","institution_ids":["https://openalex.org/I20388574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052927105","display_name":"Stephen J. Glatt","orcid":"https://orcid.org/0000-0002-0360-7567"},"institutions":[{"id":"https://openalex.org/I20388574","display_name":"SUNY Upstate Medical University","ror":"https://ror.org/040kfrw16","country_code":"US","type":"education","lineage":["https://openalex.org/I20388574"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen Glatt","raw_affiliation_strings":["PsychGENe Lab, SUNY Upstate Medical University, Syracuse"],"affiliations":[{"raw_affiliation_string":"PsychGENe Lab, SUNY Upstate Medical University, Syracuse","institution_ids":["https://openalex.org/I20388574"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1350,"currency":"USD","value_usd":1350,"provenance":"doaj"},"apc_paid":{"value":1350,"currency":"USD","value_usd":1350,"provenance":"doaj"},"fwci":null,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":7,"citation_normalized_percentile":{"value":0.747915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":83,"max":84},"biblio":{"volume":"5","issue":null,"first_page":"2588","last_page":"2588"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9974,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9974,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9956,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9642,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"Multiclass classification","score":0.50329727},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.49524108},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42859536},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble Learning","score":0.42744526}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8034152},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7444868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.61232686},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.5911338},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5782361},{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.50329727},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.49524108},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.47632772},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.46368378},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.44743553},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42859536},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.42746744},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.42744526},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33222497},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.22575533},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17165443},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.12688/f1000research.9893.1","pdf_url":"https://f1000research.com/articles/5-2588/v1/pdf","source":{"id":"https://openalex.org/S4210239046","display_name":"F1000Research","issn_l":"2046-1402","issn":["2046-1402"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320357","host_organization_name":"Faculty of 1000","host_organization_lineage":["https://openalex.org/P4310320357"],"host_organization_lineage_names":["Faculty of 1000"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/exprso_an_R-package_for_the_rapid_implementation_of_machine_learning_algorithms/20808802","pdf_url":"https://figshare.com/articles/journal_contribution/exprso_an_R-package_for_the_rapid_implementation_of_machine_learning_algorithms/20808802/2/files/37065925.pdf","source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"host_organization_lineage_names":["University of Illinois Chicago"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://hdl.handle.net/10536/DRO/DU:30109423","pdf_url":"https://dro.deakin.edu.au/articles/journal_contribution/exprso_an_R-package_for_the_rapid_implementation_of_machine_learning_algorithms/20808802/2/files/37065925.pdf","source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":["Deakin University"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29560250","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.12688/f1000research.9893.1","pdf_url":"https://f1000research.com/articles/5-2588/v1/pdf","source":{"id":"https://openalex.org/S4210239046","display_name":"F1000Research","issn_l":"2046-1402","issn":["2046-1402"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320357","host_organization_name":"Faculty of 1000","host_organization_lineage":["https://openalex.org/P4310320357"],"host_organization_lineage_names":["Faculty of 1000"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":19,"referenced_works":["https://openalex.org/W1513618424","https://openalex.org/W1831050183","https://openalex.org/W1973094248","https://openalex.org/W2033371754","https://openalex.org/W2043235003","https://openalex.org/W2077562320","https://openalex.org/W2100239923","https://openalex.org/W2100631457","https://openalex.org/W2109363337","https://openalex.org/W2141007997","https://openalex.org/W2143426320","https://openalex.org/W2145126338","https://openalex.org/W2146254826","https://openalex.org/W2146512944","https://openalex.org/W2155653793","https://openalex.org/W273955616","https://openalex.org/W2911964244","https://openalex.org/W4399438375","https://openalex.org/W4399590352"],"related_works":["https://openalex.org/W4376528628","https://openalex.org/W4281721362","https://openalex.org/W3207192536","https://openalex.org/W2910954186","https://openalex.org/W2470590370","https://openalex.org/W2014610539","https://openalex.org/W2003868635","https://openalex.org/W2002271516","https://openalex.org/W1748436461","https://openalex.org/W1537592868"],"abstract_inverted_index":{"Machine":[0],"learning":[1,40,118],"plays":[2],"a":[3,31,62,69],"major":[4],"role":[5],"in":[6],"many":[7],"scientific":[8],"investigations.":[9],"However,":[10],"non-expert":[11,45],"programmers":[12],"may":[13],"struggle":[14],"to":[15,21,60,115],"implement":[16],"the":[17,50,107],"elaborate":[18,84],"pipelines":[19],"necessary":[20],"build":[22],"highly":[23],"accurate":[24],"and":[25,90,95],"generalizable":[26],"models.":[27],"We":[28],"introduce":[29],"here":[30],"new":[32],"R":[33],"package,":[34],"exprso,":[35],"as":[36],"an":[37,57],"intuitive":[38],"machine":[39,117],"suite":[41],"designed":[42],"specifically":[43],"for":[44,49,77,103],"programmers.":[46],"Built":[47],"primarily":[48],"classification":[51,105],"of":[52,64,71,110,124],"high-dimensional":[53],"data,":[54],"exprso":[55,99],"uses":[56],"object-oriented":[58],"framework":[59],"encapsulate":[61],"number":[63],"common":[65],"analytical":[66],"methods":[67],"into":[68],"series":[70],"interchangeable":[72],"modules.":[73],"This":[74],"includes":[75],"modules":[76],"feature":[78],"selection,":[79],"classification,":[80,94],"high-throughput":[81],"parameter":[82],"grid-searching,":[83],"cross-validation":[85],"schemes":[86],"(e.g.,":[87],"Monte":[88],"Carlo":[89],"nested":[91],"cross-validation),":[92],"ensemble":[93],"prediction.":[96],"In":[97,113],"addition,":[98],"provides":[100],"native":[101],"support":[102],"multi-class":[104],"through":[106],"1-vs-all":[108],"generalization":[109],"binary":[111],"classifiers.":[112],"contrast":[114],"other":[116],"suites,":[119],"we":[120],"have":[121],"prioritized":[122],"simplicity":[123],"use":[125],"over":[126],"expansiveness":[127],"when":[128],"designing":[129],"exprso.":[130]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4251087493","counts_by_year":[{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-01-17T08:59:56.091719","created_date":"2022-05-12"}