Nanopublication: RAqiDn7GfK
Full identifier: http://purl.org/np/RAqiDn7GfKtIRRUPkgznE_hNk26RF1pPAkRkXfwUMQ1CQ
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#run
This run
connects a thing (left) to a class it belongs to (right)
http://www.w3.org/1999/02/22-rdf-syntax-ns#type
is a
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#Run
run of a Machine Learning experiment
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#run
This run
connects a thing (left) to its human-readable label (right)
http://www.w3.org/2000/01/rdf-schema#label
has the label
(this is a literal)
"detection of metaphors in online text messages"
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#run
This run
connects a thing to a human-readable description of that thing.
http://purl.org/dc/terms/description
is described by
(this is a literal)
"This experiment detects metaphors in online text messages."
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#run
This run
A relation between a run and an algorithm, where the run executes an implementation of the algorithm.
http://www.w3.org/ns/mls#realizes
executes an implementation of the algorithm
http://www.wikidata.org/entity/Q61726893
Bidirectional Encoder Representations from Transformer
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#run
This run
A relation between a run and a task, where the run achieves specifications formulated by the task.
http://www.w3.org/ns/mls#achieves
performs the task
http://purl.org/np/RAmCgCNcwH...#metaphor
metaphor detection
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#run
This run
A relation between a run and data that is taken as input to the run.
http://www.w3.org/ns/mls#hasInput
uses as input
https://nanodash.petapico.org/.../files/DWAEF_Sarc_Dataset.xlsx
DWAEF_Sarc_Dataset.xlsx
.
https://nanodash.petapico.org/.../files/DWAEF_Sarc_Dataset.xlsx
DWAEF_Sarc_Dataset.xlsx
connects a thing (left) to its human-readable label (right)
http://www.w3.org/2000/01/rdf-schema#label
has the label
(this is a literal)
"DWAEF_Sarc_Dataset.xlsx"
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#run
This run
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#hasOutput
has as output
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#evaluation
an evaluation
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#evaluation
The evaluation
A relation between an entity and the information content entity that specifies it.
http://www.w3.org/ns/mls#specifiedBy
measures
http://purl.obolibrary.org/obo/STATO_0000415
accuracy
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#evaluation
The evaluation
assigns a numerical value denoting the measured result of an evaluation
http://www.w3.org/ns/mls#hasValue
has the result value
(this is a literal)
"0.82"
.
This is the identifier for the assertion of this nanopublication.
http://purl.org/np/RAqiDn7GfK...#assertion
The assertion above
http://www.w3.org/ns/prov#wasGeneratedBy
was generated by
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#research-activity
a research activity
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#research-activity
The research activity
http://purl.org/dc/terms/description
is described in
https://datasciencehub.net/pap...indicators-sarcasm-detection-0
dwaef-deep-weighted-average-ensemble-framework-harnessing-novel-indicators-sarcasm-detection-0
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAqiDn7GfK...
This nanopublication
http://purl.org/dc/terms/creator
is created by
https://orcid.org/0000-0002-3340-8112
me (Prakher Pandey)
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAqiDn7GfK...
This nanopublication
http://purl.org/dc/terms/creator
is created by
https://orcid.org/0000-0002-4472-1681
Richa Sharma
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAqiDn7GfK...
This nanopublication
http://purl.org/dc/terms/creator
is created by
https://orcid.org/0000-0002-5169-209X
VISHAL MAURYA
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAqiDn7GfK...
This nanopublication
http://purl.org/dc/terms/creator
is created by
https://orcid.org/0000-0002-6785-9691
Simrat Deol
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAqiDn7GfK...
This nanopublication
http://purl.org/dc/terms/creator
is created by
https://orcid.org/0000-0003-0636-4000
Udit Kaushish
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAqiDn7GfK...
This nanopublication
date and time when the nanopublication was created
http://purl.org/dc/terms/created
was created on
(this is a literal)
"2023-05-31T15:52:02.207Z"
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAqiDn7GfK...
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/RAGEv4a9uT...
RAGEv4a9uT
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAqiDn7GfK...
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/RA_-YylcyR...
RA_-YylcyR
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAqiDn7GfK...
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/RAqiDn7GfK...
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/RAWv_eqe4t...
RAWv_eqe4t
.
This is the identifier for this whole nanopublication.
http://purl.org/np/RAqiDn7GfK...
This nanopublication
the nanopublication consists of an introduction of the given resource
http://purl.org/nanopub/x/introduces
introduces
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#run
run
.
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_0000415
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.
https://w3id.org/np/o/ntemplate/hasLabelFromApi
has the label from an API
(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://www.wikidata.org/entity/Q61726893
Bidirectional Encoder Representations from Transformer
https://w3id.org/np/o/ntemplate/hasLabelFromApi
has the label from an API
(this is a literal)
"Bidirectional Encoder Representations from Transformer - deep learning artificial neural network language model"
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#sig
sig
http://purl.org/nanopub/x/hasSignatureTarget
has as target
This is the identifier for this whole nanopublication.
http://purl.org/np/RAqiDn7GfK...
this nanopublication
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#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/RAqiDn7GfK...#sig
sig
http://purl.org/nanopub/x/hasPublicKey
has the public key
(this is a literal)
"MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCa3f2Q8ALSeVY29Y+9CZbo2MLec9BL4EAu8gjGp7ZT7ih1huBIeNbQDMm4KjDZeR2Mvjxg9I4AgiBgmeCyZOtz8WLgDMyj4AtCq6To/PsdgXYEJQGqCxSKFHlcB8atHW34PwUDP3x1lzH1bbUQ5/jj0+UEMUfTMMGwUxSCvxU8cwIDAQAB"
.
This is a local identifier minted within the nanopublication.
http://purl.org/np/RAqiDn7GfK...#sig
sig
http://purl.org/nanopub/x/hasSignature
has the signature
(this is a literal)
"NbI0YTTb+krq2Di4otHIcYw6yviuC6aC1e2EfGSsnzgjwl1GlIsbGJviLFPVxiWulkqxsEA27Qo+4gFcpa+eaU2hX3j+hrk2p1L3DwjvNLn8LPQ0sbA62Nqr6e5QCWRxS2fEXUCgT7qcdXAFwQ/ntG/3EFWWPoU3wrT0sazByYM="
.