evaluation-value (explore)

evaluation-value

Full identifier: http://purl.org/np/RAxoQEFSMjgX8RdtKySC2IHo27UAb773Z797udcTkxc44#evaluation-value

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Minted in Nanopublication

Publishing the evaluation result of a Machine Learning experiment AssertionTemplate comment approve/disapprove edit as derived nanopublication create new with same template use template

This is the identifier for the assertion of this nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#run

run

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#st10

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/RAxoQEFSMj...#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/RAxoQEFSMj...#run

run

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#algorithm

algorithm

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#run

run

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#task

task

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#run

run

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#dataset

dataset

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#dataset

dataset

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#dataset-label

dataset-label

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#run

run

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#evaluation

evaluation

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#evaluation

evaluation

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#evaluation-measure

evaluation-measure

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#evaluation

evaluation

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#evaluation-value

evaluation-value

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

st10

st20

st30

st40

st50

st60

st70

st80

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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)"

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#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"

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 name"

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"

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"

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"

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"

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 that implements 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"

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

Tobias Kuhn

This is the identifier for this whole nanopublication. http://purl.org/np/RAxoQEFSMj... This nanopublication http://purl.org/dc/terms/creator is created by https://orcid.org/0000-0002-1267-0234

Tobias Kuhn

This is the identifier for this whole nanopublication. http://purl.org/np/RAxoQEFSMj... This nanopublication http://purl.org/nanopub/x/supersedes supersedes http://purl.org/np/RAKL5Z1hCC...

RAKL5Z1hCC

This is the identifier for this whole nanopublication. http://purl.org/np/RAxoQEFSMj... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)

"2023-04-12T09:35:57.072Z"

(xsd:dateTime) .

This is the identifier for this whole nanopublication. http://purl.org/np/RAxoQEFSMj... 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/RAxoQEFSMj... 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/RAxoQEFSMj... 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

RAjpBMlw3o

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#sig

sig

http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. http://purl.org/np/RAxoQEFSMj... this nanopublication .

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxoQEFSMj...#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/RAxoQEFSMj...#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/RAxoQEFSMj...#sig

sig

http://purl.org/nanopub/x/hasSignature has the signature (this is a literal)

"etzn4F06YpYGwKRAShmxPjdAqew0PMB7TekygGbS8hlizyWOaslF5QeZx45sJEWACF3BtGD/c6haEsw2U0mT7ZbgYah/ER6XSY2KDZyMBzffRbpvdqGmdd9YEXvuYVOVZ+b4euAJNDivaONBN4ARCFdMpZs0hl7NPbFJkBaYpsA="

Tobias Kuhn, 12 Apr 2023, 09:35:57 UTC

use this template

References

Nanopublication	Part	Subject	Predicate	Object	Published By	Published On
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Raw

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