@prefix bpmn: <http://dkm.fbk.eu/index.php/BPMN2_Ontology#> .
@prefix dc1: <http://purl.org/dc/terms/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix npx: <http://purl.org/nanopub/x/> .
@prefix orcid: <https://orcid.org/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix pplan: <http://purl.org/net/p-plan#> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix schema: <https://schema.org/> .
@prefix sub: <http://purl.org/np/RAF_4UDAhNPd_LCvza3nMelKlyYTDxRk7CvL6UKfV2ZkU#> .
@prefix this: <http://purl.org/np/RAF_4UDAhNPd_LCvza3nMelKlyYTDxRk7CvL6UKfV2ZkU> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

sub:Head {
  this: np:hasAssertion sub:assertion;
    np:hasProvenance sub:provenance;
    np:hasPublicationInfo sub:pubinfo;
    a np:Nanopublication .
}

sub:assertion {
  sub:_LinguisticSystem a schema:ComputerLanguage;
    rdfs:label "python";
    rdfs:seeAlso <https://www.wikidata.org/wiki/Q28865>;
    owl:versionInfo "3.9.15.final.0" .
  
  sub:_hyper_params a pplan:Variable;
    rdfs:comment "None";
    rdfs:label "hyper_params" .
  
  sub:_model a pplan:Variable;
    rdfs:comment "None";
    rdfs:label "model" .
  
  sub:_out1 a pplan:Variable;
    rdfs:comment "None";
    rdfs:label "out1" .
  
  sub:_path a pplan:Variable;
    rdfs:comment "None";
    rdfs:label "path" .
  
  sub:_sample_data a pplan:Variable;
    rdfs:comment "None";
    rdfs:label "sample_data" .
  
  sub:_scores a pplan:Variable;
    rdfs:comment "None";
    rdfs:label "scores" .
  
  sub:_step dc1:description """@is_fairstep(label='Save the trained model', is_script_task=True)
def save_model(model, path, sample_data, scores, hyper_params):
    loaded_model = save(
        model,
        path,
        sample_data=sample_data,
        scores=scores,
        hyper_params=hyper_params,
    )
    return loaded_model
""";
    dc1:language sub:_LinguisticSystem;
    pplan:hasInputVar sub:_hyper_params, sub:_model, sub:_path, sub:_sample_data, sub:_scores;
    pplan:hasOutputVar sub:_out1;
    a bpmn:ScriptTask, pplan:Step;
    rdfs:label "Save the trained model" .
}

sub:provenance {
  sub:assertion prov:generatedAtTime "2023-01-10T10:58:01.573828"^^xsd:dateTime .
}

sub:pubinfo {
  sub:sig npx:hasAlgorithm "RSA";
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAlKZel+uM9w+JiWuhs0NHtaXdRrGkGAjvnnLFQL2nmgZDGIjX+is2YJBd6R2kBkr67lYiUDWdtih0F0yqUlAW5GdYUihk1MBiWyLe4RNt7I5iC/5wwK/i5vV6/YKa6Zwf4oymwChpdXddlKc6d73StgFqOafQPeNeBUHTZbkmUKFAqGXf0nAclB23DEeN5qVl6XRa1qqtL91AKW+UxTvlZR3pFNFn8xKTfbOSgmuAkYSUwJrp84rNI92qXYtOJ12oH0oT/enzcThxcfPLomGc9BMd+QBCj08LdrtuAArHzcivMKDzreDCD+haZ/GdObRWHpQ5O4bEWIx3dZVQq7t0KQIDAQAB";
    npx:hasSignature "LN6/DBrTLdnp7DwNP8VX34+jJidlotApivGVFGvwSGf74o+npl1CNaKDl5QcbVY7vPQMut8BtFcxHSSMK+39fQhChojtgvQ7YkSz5YWWFdUWkFkjuGZLCOx0JA7zSn6HcO+vZw1EuWalEGOblw+eZBd4uy0ANBEi6SKmsrAyFQSI9rYTg4xkkZCqowB8zrYjGB8NxbxVBu0yv2BPSwHgOHAe88rPeR9831AaEAumjwO/I46vthhDWxTVq7t9sZhBF7JOn0My+J5MnbizHGJTMjL95eG2C7z3WsErGsxjb+qzZUYCigubBjSSg+DMV58OKsKetVKNmjTbhP8lqn/cfQ==";
    npx:hasSignatureTarget this: .
  
  this: prov:wasAttributedTo orcid:0000-0000-0000-0000 .
}