Nanopublication: RAKL5Z1hCC
Full identifier: http://purl.org/np/RAKL5Z1hCCEjKCuWrJf7LDnbuVrWMLGLiox2JT_R8M8Xw
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAKL5Z1hCC...#assertion
This assertion
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
is a
https://w3id.org/np/o/ntemplate/AssertionTemplate
AssertionTemplate
.
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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 <a href="https://ml-schema.github.io/documentation/ML%20Schema.html">ML Schema</a>."
.
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAKL5Z1hCC...#assertion
This assertion
https://w3id.org/np/o/ntemplate/hasTag
has tag
(this is a literal)
"Machine Learning"
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#run
run
.
This is a local identifier minted within the nanopublication.
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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.
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st10
http://www.w3.org/1999/02/22-rdf-syntax-ns#object
has as object
http://www.w3.org/ns/mls#Run
Run
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#run
run
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This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#algorithm
algorithm
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#run
run
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#task
task
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#run
run
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st40
st40
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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#evaluation
evaluation
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#run
run
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st50
st50
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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#dataset
dataset
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#dataset
dataset
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st60
st60
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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#dataset-label
dataset-label
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#evaluation
evaluation
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#evaluation-measure
evaluation-measure
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#evaluation
evaluation
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st80
st80
http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate
has as predicate
http://www.w3.org/ns/mls#hasValue
hasValue
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#evaluation-value
evaluation-value
.
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAKL5Z1hCC...#assertion
This assertion
https://w3id.org/np/o/ntemplate/hasStatement
includes
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st10
st10
.
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAKL5Z1hCC...#assertion
This assertion
https://w3id.org/np/o/ntemplate/hasStatement
includes
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st20
st20
.
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAKL5Z1hCC...#assertion
This assertion
https://w3id.org/np/o/ntemplate/hasStatement
includes
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st30
st30
.
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAKL5Z1hCC...#assertion
This assertion
https://w3id.org/np/o/ntemplate/hasStatement
includes
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st40
st40
.
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAKL5Z1hCC...#assertion
This assertion
https://w3id.org/np/o/ntemplate/hasStatement
includes
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st50
st50
.
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAKL5Z1hCC...#assertion
This assertion
https://w3id.org/np/o/ntemplate/hasStatement
includes
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st60
st60
.
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAKL5Z1hCC...#assertion
This assertion
https://w3id.org/np/o/ntemplate/hasStatement
includes
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st70
st70
.
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAKL5Z1hCC...#assertion
This assertion
https://w3id.org/np/o/ntemplate/hasStatement
includes
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st80
st80
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#st60
st60
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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#run
run
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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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%2Fns%2Fmls%23Algorithm&searchterm="
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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%2Fns%2Fmls%23EvaluationMeasure&searchterm="
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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%2Fns%2Fmls%23Task&searchterm="
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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="
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#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/RAKL5Z1hCC...#run
run
http://www.w3.org/2000/01/rdf-schema#label
is labeled as
(this is a literal)
"a run"
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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)"
.
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...
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/RAKL5Z1hCC...
This nanopublication
http://purl.org/nanopub/x/supersedes
supersedes
http://purl.org/np/RAWeAzT9zl...
RAWeAzT9zl
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAKL5Z1hCC...
This nanopublication
date and time when the nanopublication was created
http://purl.org/dc/terms/created
was created on
(this is a literal)
"2023-04-12T09:27:59.083Z"
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAKL5Z1hCC...
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/RAkONP_jLq...
RAkONP_jLq
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAKL5Z1hCC...
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/RANwQa4ICW...
RANwQa4ICW
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAKL5Z1hCC...
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/RAA2MfqdBC...
RAA2MfqdBC
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAKL5Z1hCC...
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/RAjpBMlw3o...
RAjpBMlw3o
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#sig
sig
http://purl.org/nanopub/x/hasSignatureTarget
has as target
This is the identifier for this whole nanopublication.
http://purl.org/np/RAKL5Z1hCC...
this nanopublication
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#sig
sig
http://purl.org/nanopub/x/hasAlgorithm
has the algorithm
(this is a literal)
"RSA"
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAKL5Z1hCC...#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/RAKL5Z1hCC...#sig
sig
http://purl.org/nanopub/x/hasSignature
has the signature
(this is a literal)
"mm8mxJO2CsOXMo1KB6Rqyupn1DnkZxWxFFXA2AQklMkCu2pnX54SN6cIwC+wb3J18kAuNN7OLSXgY6zqZ+WbS2pD40HpG4dxtbSYDxpUlFqbVcwC3aC0fZyrS0XNguMgwuk3xRrIwoUVd/lKca04jgdalqEd7OAPD9UzunPB7rI="
.