RA4hvXIHbS (explore)

Nanopublication: RA4hvXIHbS

Full identifier: http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8

Raw formats: TriG(html,txt), JSON-LD(txt), N-Quads(txt), XML(txt)

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http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 RA4hvXIHbS Template: Publishing the evaluation result of a Machine L... comment approve/disapprove edit as derived nanopublication

This is the identifier for the assertion of this nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#assertion This assertion http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/AssertionTemplate assertion template .

This is the identifier for the assertion of this nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#assertion This assertion http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "Publishing the evaluation result of a Machine Learning experiment" .

This is the identifier for the assertion of this nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#assertion This assertion http://purl.org/dc/terms/description has the description (this is a literal)

Such a nanopublication describes the results of a Machine Learning experiment, such as the accuracy achieved by a applying a given ML technique on a given dataset. This template is based on ML Schema.

This is the identifier for the assertion of this nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#assertion This assertion assigns a pattern used to generate a human-readable label for the whole nanopublication https://w3id.org/np/o/ntemplate/hasNanopubLabelPattern has the nanopub label pattern (this is a literal) "Result of Machine Learning run: ${run-label}" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st10 st10 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject has as subject This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run run .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st10 st10 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate has as predicate http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st11 st11 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject has as subject This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run run .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st11 st11 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate has as predicate http://www.w3.org/2000/01/rdf-schema#label is labeled as .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st11 st11 http://www.w3.org/1999/02/22-rdf-syntax-ns#object has as object This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run-label run-label .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st12 st12 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject has as subject This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run run .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st12 st12 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate has as predicate http://purl.org/dc/terms/description has the description .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st12 st12 http://www.w3.org/1999/02/22-rdf-syntax-ns#object has as object This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run-description run-description .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st20 st20 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject has as subject This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run run .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st20 st20 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate has as predicate http://www.w3.org/ns/mls#realizes realizes .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st20 st20 http://www.w3.org/1999/02/22-rdf-syntax-ns#object has as object This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#algorithm algorithm .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st30 st30 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject has as subject This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run run .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st30 st30 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate has as predicate http://www.w3.org/ns/mls#achieves achieves .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st30 st30 http://www.w3.org/1999/02/22-rdf-syntax-ns#object has as object This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#task task .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st40 st40 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject has as subject This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run run .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st40 st40 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate has as predicate http://www.w3.org/ns/mls#hasInput hasInput .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st40 st40 http://www.w3.org/1999/02/22-rdf-syntax-ns#object has as object This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#dataset dataset .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st50 st50 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject has as subject This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#dataset dataset .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st50 st50 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate has as predicate http://www.w3.org/2000/01/rdf-schema#label is labeled as .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st50 st50 http://www.w3.org/1999/02/22-rdf-syntax-ns#object has as object This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#dataset-label dataset-label .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st60 st60 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject has as subject This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run run .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st60 st60 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate has as predicate http://www.w3.org/ns/mls#hasOutput hasOutput .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st60 st60 http://www.w3.org/1999/02/22-rdf-syntax-ns#object has as object This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation evaluation .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st70 st70 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject has as subject This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation evaluation .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st70 st70 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate has as predicate http://www.w3.org/ns/mls#specifiedBy specifiedBy .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st70 st70 http://www.w3.org/1999/02/22-rdf-syntax-ns#object has as object This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation-measure evaluation-measure .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st80 st80 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject has as subject This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation evaluation .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st80 st80 http://www.w3.org/1999/02/22-rdf-syntax-ns#object has as object This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation-value evaluation-value .

This is the identifier for the assertion of this nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#assertion This assertion https://w3id.org/np/o/ntemplate/hasStatement includes This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st10 st10 .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st12 st12 http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/OptionalStatement optional statement .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#st50 st50 http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/OptionalStatement optional statement .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#algorithm algorithm http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/GuidedChoicePlaceholder Guided choice placeholder .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#dataset dataset http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/UriPlaceholder URI placeholder .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#dataset-label dataset-label http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/LiteralPlaceholder Literal placeholder .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation evaluation http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/LocalResource Local resource .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation-measure evaluation-measure http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/GuidedChoicePlaceholder Guided choice placeholder .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation-value evaluation-value http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/LiteralPlaceholder Literal placeholder .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run run http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/IntroducedResource Introduced resource .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run-description run-description http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/LongLiteralPlaceholder Long literal placeholder .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run-label run-label http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/LiteralPlaceholder Literal placeholder .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#task task http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/np/o/ntemplate/GuidedChoicePlaceholder Guided choice placeholder .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation-measure evaluation-measure https://w3id.org/np/o/ntemplate/possibleValue has as possible value http://purl.obolibrary.org/obo/STATO_0000415 STATO_0000415 .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation-measure evaluation-measure https://w3id.org/np/o/ntemplate/possibleValue has as possible value http://purl.obolibrary.org/obo/STATO_0000416 STATO_0000416 .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation-measure evaluation-measure https://w3id.org/np/o/ntemplate/possibleValue has as possible value https://www.wikidata.org/entity/Q6975395 Q6975395 .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#algorithm algorithm https://w3id.org/np/o/ntemplate/possibleValuesFromApi has possible values from API (this is a literal) "http://purl.org/nanopub/api/find_signed_things?type=http%3A%2F%2Fwww.w3.org%2F2002%2F07%2Fowl%23NamedIndividual&searchterm=" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#algorithm algorithm https://w3id.org/np/o/ntemplate/possibleValuesFromApi has possible values from API (this is a literal) "https://www.ebi.ac.uk/ols/api/select?fieldList=iri,label,description&q=" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#algorithm algorithm https://w3id.org/np/o/ntemplate/possibleValuesFromApi has possible values from API (this is a literal) "https://www.wikidata.org/w/api.php?action=wbsearchentities&language=en&format=json&limit=5&search=" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation-measure evaluation-measure https://w3id.org/np/o/ntemplate/possibleValuesFromApi has possible values from API (this is a literal) "http://purl.org/nanopub/api/find_signed_things?type=http%3A%2F%2Fwww.w3.org%2F2002%2F07%2Fowl%23NamedIndividual&searchterm=" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation-measure evaluation-measure https://w3id.org/np/o/ntemplate/possibleValuesFromApi has possible values from API (this is a literal) "https://www.ebi.ac.uk/ols/api/select?ontology=stato&fieldList=iri,label,description&q=" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#task task https://w3id.org/np/o/ntemplate/possibleValuesFromApi has possible values from API (this is a literal) "http://purl.org/nanopub/api/find_signed_things?type=http%3A%2F%2Fwww.w3.org%2F2002%2F07%2Fowl%23NamedIndividual&searchterm=" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#task task https://w3id.org/np/o/ntemplate/possibleValuesFromApi has possible values from API (this is a literal) "https://www.ebi.ac.uk/ols/api/select?fieldList=iri,label,description&q=" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#task task https://w3id.org/np/o/ntemplate/possibleValuesFromApi has possible values from API (this is a literal) "https://www.wikidata.org/w/api.php?action=wbsearchentities&language=en&format=json&limit=5&search=" .

http://purl.obolibrary.org/obo/STATO_0000415 STATO_0000415 http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "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." .

http://purl.obolibrary.org/obo/STATO_0000416 STATO_0000416 http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "precision - precision or positive predictive value is defined as the proportion of the true positives against all the positive results (both true positives and false positives)" .

http://purl.org/dc/terms/description has the description http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "is described by - connects a thing to a human-readable description of that thing." .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#algorithm algorithm http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "the used algorithm (e.g. Random Forest)" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#dataset dataset http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "the URL of the used dataset" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#dataset-label dataset-label http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "the name of the dataset" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation evaluation http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "an evaluation" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation-measure evaluation-measure http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "the evaluation measure (e.g. Accuracy)" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation-value evaluation-value http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "value of the evaluation result (e.g. 0.81 if the accuracy is 81%)" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run run http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "this run" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run-description run-description http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "textual description of the experiment run" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#run-label run-label http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "name or label of the experiment run" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#task task http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "the task performed (e.g. Spam Detection)" .

http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "is a - connects a thing (left) to a class it belongs to (right)" .

http://www.w3.org/2000/01/rdf-schema#label is labeled as http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "has the label - connects a thing (left) to its human-readable label (right)" .

http://www.w3.org/ns/mls#Run Run http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "run of a Machine Learning experiment - Run is an execution of an implementation on a machine (computer). It is limited in time (has a start and end point), can be successful or failed." .

http://www.w3.org/ns/mls#achieves achieves http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "performs the task - A relation between a run and a task, where the run achieves specifications formulated by the task." .

http://www.w3.org/ns/mls#hasInput hasInput http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "uses as input - A relation between a run and data that is taken as input to the run." .

http://www.w3.org/ns/mls#hasOutput hasOutput http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "has as output - A relation between a run and either a model or model evaluation that is produced on it's output." .

http://www.w3.org/ns/mls#hasValue hasValue http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "has the result value - assigns a numerical value denoting the measured result of an evaluation" .

http://www.w3.org/ns/mls#realizes realizes http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "executes an implementation of the algorithm - A relation between a run and an algorithm, where the run executes an implementation of the algorithm." .

http://www.w3.org/ns/mls#specifiedBy specifiedBy http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "measures - A relation between an entity and the information content entity that specifies it." .

https://www.wikidata.org/entity/Q6975395 Q6975395 http://www.w3.org/2000/01/rdf-schema#label is labeled as (this is a literal) "F1 score - measure of a test's accuracy" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#evaluation-value evaluation-value https://w3id.org/np/o/ntemplate/hasRegex has regular expression (this is a literal) "[0-9]+(\.[0-9]+)?" .

This is the identifier for the assertion of this nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo is attributed to https://orcid.org/0000-0002-1267-0234 me (Tobias Kuhn) .

This is the identifier for this whole nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 This nanopublication http://purl.org/dc/terms/creator is created by https://orcid.org/0000-0002-1267-0234 me (Tobias Kuhn) .

This is the identifier for this whole nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 This nanopublication http://purl.org/dc/terms/license is published under the license https://creativecommons.org/licenses/by/4.0/ Attribution 4.0 International (CC BY 4.0) .

This is the identifier for this whole nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 This nanopublication http://purl.org/nanopub/x/supersedes supersedes http://purl.org/np/RAGEv4a9uT48mgnIlWqAvL-XnupfNYojIUmszJDa50xoc RAGEv4a9uT .

This is the identifier for this whole nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 This nanopublication http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal) "Template: Publishing the evaluation result of a Machine L..." .

This is the identifier for this whole nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal) "2023-08-16T11:05:20.868Z" .

This is the identifier for this whole nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 This nanopublication links to the assertion template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate was created from the assertion template http://purl.org/np/RANjqEfLnGSzLuq0heRSXN0psYWW0oX4v3W8w7osb3xfs RANjqEfLnG .

This is the identifier for this whole nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 This nanopublication links to the provenance template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate was created from the provenance template http://purl.org/np/RANwQa4ICWS5SOjw7gp99nBpXBasapwtZF1fIM3H2gYTM RANwQa4ICW .

This is the identifier for this whole nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template http://purl.org/np/RAA2MfqdBCzmz9yVWjKLXNbyfBNcwsMmOqcNUxkk1maIM RAA2MfqdBC .

This is the identifier for this whole nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template http://purl.org/np/RAh1gm83JiG5M6kDxXhaYT1l49nCzyrckMvTzcPn-iv90 RAh1gm83Ji .

This is the identifier for this whole nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template http://purl.org/np/RAjpBMlw3owYhJUBo3DtsuDlXsNAJ8cnGeWAutDVjuAuI RAjpBMlw3o .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#sig sig http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8 this nanopublication .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#sig sig http://purl.org/nanopub/x/hasPublicKey has the public key (this is a literal) "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCjDGQCS1S+SRnERDuYDXOugdYUP0efEquHJEEHAbU/uLzBVlga89zqrNPCS7fBE6lArBUWEmT8eLKdMapyqvAzI1J3jUWTMhDJF+XFBkUiuiFfNSc4vJJcmi0yujtnuzXsRIG202jyaP4f5ULoskFwaZOSBZJfiE0dsB3D7DTIAQIDAQAB" .

This is a local identifier minted within the nanopublication. http://purl.org/np/RA4hvXIHbSFKzAgdTJ9srb051GS_6CXsjPiNAjqWgTnZ8#sig sig http://purl.org/nanopub/x/hasSignature has the signature (this is a literal) "CLDRymxyTY0b3gH4HpMmgXmB2DGYWxcw0wJ3uBv6/nancMLu5hrwhdwVrksBAz+iBejYTJg/G5NmTmviAg7dyHspvBNhANb2KNTSkWZrPq8UpdOYSXNYAmwKezByg6WV2BbxVGOLmVQacTxYq63BLu+CyvmJHpYLDYKoiT6anrE=" .

Tobias Kuhn, 16 Aug 2023, 11:05:20 UTC

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