@prefix ns1: <http://purl.org/np/> .
@prefix this: <http://purl.org/np/RALYzrKEdLZCLvnvo0jXai-5qRmVn4185Bi4KnpmGMhgo> .
@prefix sub: <http://purl.org/np/RALYzrKEdLZCLvnvo0jXai-5qRmVn4185Bi4KnpmGMhgo#> .
@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 {
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    np:hasPublicationInfo sub:pubinfo;
    a np:Nanopublication .
}

sub:assertion {
  sub:evaluation <http://www.w3.org/ns/mls#hasValue> "0.92";
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  sub:run dct:description "this experiment detects sarcasm in online text messages using a deep weighted average ensemble framework harnessing novel indicators.";
    a <http://www.w3.org/ns/mls#Run>;
    rdfs:label "detection of sarcasm in online text messages";
    <http://www.w3.org/ns/mls#achieves> <https://w3id.org/kpxl/ios/ds/terms/sarcasm_detection>;
    <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://www.wikidata.org/entity/Q245652> .
  
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    rdfs:label "DWAEF_Sarc_Dataset.xlsx" .
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}

sub:pubinfo {
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It can be understood as a measure of the proximity of measurement results to the true value.""" .
  
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    dct:license <https://creativecommons.org/licenses/by/4.0/>;
    npx:introduces sub:run;
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    a <https://w3id.org/kpxl/ios/ds/terms/DataScienceNanopub>;
    rdfs:label "Result of Machine Learning run: detection of sarcasm in online text messages";
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  <http://www.wikidata.org/entity/Q245652> nt:hasLabelFromApi "ensemble learning - in machine learning, the use of multiple algorithms to obtain better predictive performance than from any of the constituent learning algorithms alone" .
  
  <https://w3id.org/kpxl/ios/ds/terms/sarcasm_detection> nt:hasLabelFromApi "sarcasm detection - by Tobias Kuhn" .
}