@prefix this: <https://w3id.org/kpxl/ios/ds/np/RAFQqtRCeujJ-GKiNi15O5lg5Cz4LQr9igb_3MVHHH0jA> .
@prefix sub: <https://w3id.org/kpxl/ios/ds/np/RAFQqtRCeujJ-GKiNi15O5lg5Cz4LQr9igb_3MVHHH0jA#> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix pav: <http://purl.org/pav/> .
@prefix nt: <https://w3id.org/np/o/ntemplate/> .
@prefix npx: <http://purl.org/nanopub/x/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix orcid: <https://orcid.org/> .
@prefix prov: <http://www.w3.org/ns/prov#> .
sub:Head {
   this: np:hasAssertion sub:assertion ;
    np:hasProvenance sub:provenance ;
    np:hasPublicationInfo sub:pubinfo ;
    a np:Nanopublication .
}
sub:assertion {
   <https://nanodash.petapico.org/explore?8&id=https://zenodo.org/record/7937808/files/DWAEF_Sarc_Dataset.xlsx> rdfs:label "DWAEF_Sarc_Dataset.xlsx" .
  sub:evaluation <http://www.w3.org/ns/mls#hasValue> "0.8781" ;
    <http://www.w3.org/ns/mls#specifiedBy> <http://purl.obolibrary.org/obo/STATO_0000415> .
  sub:run dct:description "detection of shift in polarity of a sentence's constituent clauses using fuzzy logic" ;
    a <http://www.w3.org/ns/mls#Run> ;
    rdfs:label "polarity shift detection in clauses of a sentence" ;
    <http://www.w3.org/ns/mls#achieves> <https://w3id.org/kpxl/ios/ds/terms/polarity_shift> ;
    <http://www.w3.org/ns/mls#hasInput> <https://nanodash.petapico.org/explore?8&id=https://zenodo.org/record/7937808/files/DWAEF_Sarc_Dataset.xlsx> ;
    <http://www.w3.org/ns/mls#hasOutput> sub:evaluation ;
    <http://www.w3.org/ns/mls#realizes> <http://purl.obolibrary.org/obo/OMIT_0017538> .
}
sub:provenance {
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  sub:assertion prov:wasGeneratedBy sub:research-activity .
  sub:research-activity dct:description <https://doi.org/10.3233/DS-220058> .
}
sub:pubinfo {
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  <http://purl.obolibrary.org/obo/STATO_0000415> nt:hasLabelFromApi """accuracy - in the context of binary classification, accuracy is defined as the proportion of true results (both true positives and true negatives) to the total number of cases examined (the sum of true positive, true negative, false positive and false negative).

It can be understood as a measure of the proximity of measurement results to the true value.""" .
  sub:sig npx:hasAlgorithm "RSA" ;
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    npx:hasSignatureTarget this: .
  this: dct:created "2023-08-21T13:00:58.988Z"^^xsd:dateTime ;
    dct:creator orcid:0000-0002-1267-0234 ;
    dct:license <https://creativecommons.org/licenses/by/4.0/> ;
    npx:introduces sub:run ;
    pav:authoredBy orcid:0000-0002-3340-8112 , orcid:0000-0002-4472-1681 , orcid:0000-0002-5169-209X , orcid:0000-0002-6785-9691 , orcid:0000-0003-0636-4000 ;
    a <https://w3id.org/kpxl/ios/ds/terms/DataScienceNanopub> ;
    rdfs:label "Result of Machine Learning run: polarity shift detection in clauses of a sentence" ;
    prov:wasDerivedFrom <http://purl.org/np/RA6PE7E1Vzb9vBWtfVVmJ0i3d68rvFd4alYR7mEd_6Hes> ;
    nt:wasCreatedFromProvenanceTemplate <http://purl.org/np/RA_-YylcyRKkkwjx_soUtPPIBysGtkE2mr_xX0EO1G5Zk> ;
    nt:wasCreatedFromPubinfoTemplate <http://purl.org/np/RA1Bt6rexAVYYygHgvy6dhSORO786VSu7sYkr7kX5oFIE> , <http://purl.org/np/RA6MFGH8kiUz8Ho0eIPAArIV70xaFutuTQ5HVVKpn7xYs> , <http://purl.org/np/RAA2MfqdBCzmz9yVWjKLXNbyfBNcwsMmOqcNUxkk1maIM> , <http://purl.org/np/RABngHbKpoJ3U9Nebc8mX_KUdv_vXw28EejqAyQya5zVA> , <http://purl.org/np/RAh1gm83JiG5M6kDxXhaYT1l49nCzyrckMvTzcPn-iv90> ;
    nt:wasCreatedFromTemplate <http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8> .
  <https://w3id.org/kpxl/ios/ds/terms/polarity_shift> nt:hasLabelFromApi "polarity shift - by Tobias Kuhn" .
}