%PDF-1.6
%
1 0 obj
<>
endobj
2 0 obj
<>stream
2020-03-09T12:07:58+05:30
Springer
2020-03-11T09:58:55+01:00
2020-03-11T09:58:55+01:00
Acrobat Distiller 10.1.8 (Windows); modified using iText® 5.3.5 ©2000-2012 1T3XT BVBA (SPRINGER SBM; licensed version)
Machine-learning,Ensemble-classifiers,Artificial intelligence,Predictions,Ensemble-regressors,Stacking,Blending
application/pdf
https://doi.org/10.1186/s40537-020-00299-5
Springer International Publishing
Journal of Big Data, https://doi.org/10.1186/s40537-020-00299-5
Machine-learning
Ensemble-classifiers
Artificial intelligence
Predictions
Ensemble-regressors
Stacking
Blending
A comprehensive evaluation of ensemble learning for stock-market prediction
Isaac Kofi Nti
Adebayo Felix Adekoya
Benjamin Asubam Weyori
10.1186/s40537-020-00299-5
2010-04-23
true
springer.com
springerlink.com
https://doi.org/10.1186/s40537-020-00299-5
10.1186/s40537-020-00299-5
2196-1115
journal
Journal of Big Data
The Author(s)
2010-04-23
true
10.1186/s40537-020-00299-5
noindex
springer.com
springerlink.com
VoR
uuid:aec95f71-4c24-497c-8313-671bb6cd949c
uuid:146c58e8-c9de-4122-9637-0c0579c4d385
default
1
converted
uuid:bffcb0d4-f717-4a9c-865e-73d92967f4cf
converted to PDF/A-2b
pdfToolbox
2020-03-09T12:09:28+05:30
2
B
Isaac Kofi Nti
http://orcid.org/0000-0001-9257-4295
Adebayo Felix Adekoya
http://orcid.org/0000-0002-5029-2393
Benjamin Asubam Weyori
http://orcid.org/0000-0001-5422-4251
http://ns.adobe.com/pdfx/1.3/
pdfx
Adobe Document Info PDF eXtension Schema
external
Mirrors crossmark:MajorVersionDate
CrossmarkMajorVersionDate
Text
external
Mirrors crossmark:CrossmarkDomainExclusive
CrossmarkDomainExclusive
Text
internal
Mirrors crossmark:DOI
doi
Text
external
Mirrors crossmark:CrosMarkDomains
CrossMarkDomains
seq Text
internal
A name object indicating whether the document has been modified to include trapping information
robots
Text
internal
ID of PDF/X standard
GTS_PDFXVersion
Text
internal
Conformance level of PDF/X standard
GTS_PDFXConformance
Text
internal
Company creating the PDF
Company
Text
internal
Date when document was last modified
SourceModified
Text
http://crossref.org/crossmark/1.0/
crossmark
Crossmark Schema
internal
Usual same as prism:doi
DOI
Text
external
The date when a publication was publishe.
MajorVersionDate
Text
internal
CrossmarkDomainExclusive
CrossmarkDomainExclusive
Text
internal
CrossMarkDomains
CrossMarkDomains
seq Text
http://prismstandard.org/namespaces/basic/2.0/
prism
Prism Schema
external
This element provides the url for an article or unit of content. The attribute platform is optionally allowed for situations in which multiple URLs must be specified. PRISM recommends that a subset of the PCV platform values, namely “mobile” and “web”, be used in conjunction with this element. NOTE: PRISM recommends against the use of the #other value allowed in the PRISM Platform controlled vocabulary. In lieu of using #other please reach out to the PRISM group at prism-wg@yahoogroups.com to request addition of your term to the Platform Controlled Vocabulary.
url
URI
external
The Digital Object Identifier for the article. The DOI may also be used as the dc:identifier. If used as a dc:identifier, the URI form should be captured, and the bare identifier should also be captured using prism:doi. If an alternate unique identifier is used as the required dc:identifier, then the DOI should be specified as a bare identifier within prism:doi only. If the URL associated with a DOI is to be specified, then prism:url may be used in conjunction with prism:doi in order to provide the service endpoint (i.e. the URL).
doi
Text
external
ISSN for an electronic version of the issue in which the resource occurs. Permits publishers to include a second ISSN, identifying an electronic version of the issue in which the resource occurs (therefore e(lectronic)Issn. If used, prism:eIssn MUST contain the ISSN of the electronic version.
issn
Text
internal
Volume number
volume
Text
internal
Issue number
number
Text
internal
Starting page
startingPage
Text
internal
Ending page
endingPage
Text
external
The aggregation type specifies the unit of aggregation for a content collection. Comment PRISM recommends that the PRISM Aggregation Type Controlled Vocabulary be used to provide values for this element. Note: PRISM recommends against the use of the #other value currently allowed in this controlled vocabulary. In lieu of using #other please reach out to the PRISM group at info@prismstandard.org to request addition of your term to the Aggregation Type Controlled Vocabulary.
aggregationType
Text
external
Title of the magazine, or other publication, in which a resource was/will be published. Typically this will be used to provide the name of the magazine an article appeared in as metadata for the article, along with information such as the article title, the publisher, volume, number, and cover date. Note: Publication name can be used to differentiate between a print magazine and the online version if the names are different such as “magazine” and “magazine.com.”
publicationName
Text
external
Copyright
copyright
Text
http://ns.adobe.com/pdf/1.3/
pdf
Adobe PDF Schema
internal
A name object indicating whether the document has been modified to include trapping information
Trapped
Text
http://ns.adobe.com/xap/1.0/mm/
xmpMM
XMP Media Management Schema
internal
UUID based identifier for specific incarnation of a document
InstanceID
URI
internal
The common identifier for all versions and renditions of a document.
DocumentID
URI
internal
The common identifier for all versions and renditions of a document.
OriginalDocumentID
URI
http://www.aiim.org/pdfa/ns/id/
pdfaid
PDF/A ID Schema
internal
Part of PDF/A standard
part
Integer
internal
Amendment of PDF/A standard
amd
Text
internal
Conformance level of PDF/A standard
conformance
Text
Springer Nature ORCID Schema
http://springernature.com/ns/xmpExtensions/2.0/
sn
authorInfo
Bag AuthorInformation
external
Author information: contains the name of each author and his/her ORCiD (ORCiD: Open Researcher and Contributor ID). An ORCiD is a persistent identifier (a non-proprietary alphanumeric code) to uniquely identify scientific and other academic authors.
AuthorInformation
http://springernature.com/ns/xmpExtensions/2.0/authorInfo/
author
Specifies the types of author information: name and ORCID of an author.
name
Text
Gives the name of an author.
orcid
URI
Gives the ORCID of an author.
http://www.niso.org/schemas/jav/1.0/
jav
NISO
external
Values for Journal Article Version are one of the following:
AO = Author’s Original
SMUR = Submitted Manuscript Under Review
AM = Accepted Manuscript
P = Proof
VoR = Version of Record
CVoR = Corrected Version of Record
EVoR = Enhanced Version of Record
journal_article_version
Closed Choice of Text
endstream
endobj
3 0 obj
<>
endobj
7 0 obj
[9 0 R 10 0 R 11 0 R 12 0 R 13 0 R 14 0 R 15 0 R 16 0 R 17 0 R 18 0 R 19 0 R 20 0 R 21 0 R 22 0 R 23 0 R 24 0 R 25 0 R 26 0 R 27 0 R 28 0 R 29 0 R 30 0 R 31 0 R 32 0 R 33 0 R 34 0 R 35 0 R 36 0 R 37 0 R 38 0 R 39 0 R 40 0 R 41 0 R 42 0 R 43 0 R 44 0 R]
endobj
9 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR1:134)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[402.663 704.391 407.72 692.224]>>
endobj
10 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR3:138)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[412.959 704.391 418.015 692.224]>>
endobj
11 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR1:134)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[256.154 633.641 261.211 621.474]>>
endobj
12 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR4:140)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[267.897 633.641 272.954 621.474]>>
endobj
13 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR1:134)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[195.928 577.041 200.985 564.874]>>
endobj
14 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR2:136)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[192.33 520.441 197.387 508.274]>>
endobj
15 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR5:142)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[202.952 520.441 208.009 508.274]>>
endobj
16 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR6:144)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[240.463 520.441 245.52 508.274]>>
endobj
17 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR7:146)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[329.981 520.441 335.038 508.274]>>
endobj
18 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR8:148)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[401.742 520.441 406.799 508.274]>>
endobj
19 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR9:150)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[412.364 520.441 417.421 508.274]>>
endobj
20 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR10:151)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[227.845 506.291 237.958 494.124]>>
endobj
21 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR11:153)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[244.23 506.291 254.343 494.124]>>
endobj
22 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR12:154)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[166.372 421.391 176.485 409.224]>>
endobj
23 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR13:156)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[181.297 421.391 191.411 409.224]>>
endobj
24 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR14:158)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[440.54 407.241 450.379 395.074]>>
endobj
25 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR15:159)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[152.706 393.091 162.546 380.924]>>
endobj
26 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR16:160)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[204.263 393.091 214.103 380.924]>>
endobj
27 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR17:162)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[272.783 393.091 282.622 380.924]>>
endobj
28 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR12:154)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[344.572 393.091 354.411 380.924]>>
endobj
29 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR18:164)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[359.492 393.091 369.331 380.924]>>
endobj
30 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR16:160)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[383.261 322.341 393.1 310.174]>>
endobj
31 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR18:164)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[274.19 279.891 284.029 267.724]>>
endobj
32 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR20:167)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[289.958 279.891 299.797 267.724]>>
endobj
33 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR21:169)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[327.067 279.891 336.906 267.724]>>
endobj
34 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR22:170)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[341.628 279.891 351.467 267.724]>>
endobj
35 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR12:154)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[401.528 279.891 411.367 267.724]>>
endobj
36 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR23:171)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[416.089 279.891 425.928 267.724]>>
endobj
37 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR12:154)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[190.202 265.741 200.042 253.574]>>
endobj
38 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR19:165)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[205.092 265.741 214.931 253.574]>>
endobj
39 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR21:169)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[219.982 265.741 229.821 253.574]>>
endobj
40 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR22:170)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[234.871 265.741 244.71 253.574]>>
endobj
41 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR24:172)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[249.761 265.741 259.6 253.574]>>
endobj
42 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR30:184)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[265.529 265.741 275.368 253.574]>>
endobj
43 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR12:154)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[306.98 223.291 316.819 211.124]>>
endobj
44 0 obj
<>/Subtype/Link/Dest(40537_2020_299_Article.indd:CR21:169)/F 4/Type/Annot/H/N/Border[0 0 0]/AP<>/Rect[322.594 223.291 332.433 211.124]>>
endobj
4 0 obj
<>stream
x[rF}?8G`Dؑ7M,fJMQ",akߜ_t7THn{%ޮnBnc(7_?B!MA")@&eLE YIW?ʼC%"}If,dYQ R̼c$/ɫ/S/?
,q-^F/oP|߭n~CY$ջ߆o7 ..r D"VM*edq^iaI"Ye}{|Sex~z|9@O_z
W!62 Jo?Y(ݨAWu@Gz¸]Sчnq[gHY(T
O7W{Vڒ;6IJ5'6v deYìK$8!NjyYrU|)?Cu[A*aL! $3;gx*FS'l^Gnk~ROjgq7pUXmw%=x,J5l!P]q}r9k
*jL;IHˏm
̘T N _Wf|~~T/O-ՓOKhת
!4n[ߋ#ڲj!L3`#j<;إMMkGȅ؝Xd)k#Jl_,G)K&ͮyZ|سݞ>מco|#E"\S2lM}D5
{MzbGQmhA6t`Xdq$EaAY["DD QıҮ$PM/y$Sk6OdzS?/edոJjQq`pSI6etC03N Ǎ7ؾ-KcExYqҠ1׀5a/рmEj@(Də{kYPu d
* ٱ 9S̥Vpյ(#tx,:JSӪ#<\$~~H7cP^&
ѵ1#DN!ޯ2/p '$_.ˑ]X.*5Z`j\yݺUB1ko9.\\g9x* yrOL%Bܪq2T*E[VrSswg7-Cg{N5\MV4 R(rs$ xY-l04YW"RlOmuȪ~+:Ezfk5Pˢ=z%Tsx0'x<