Nanopublication for Data Science
Nanopublication
This is a local identifier minted within the nanopublication.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#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.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#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 sarcasm in online text messages"
.
This is a local identifier minted within the nanopublication.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#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 sarcasm in online text messages using a deep weighted average ensemble framework harnessing novel indicators."
.
This is a local identifier minted within the nanopublication.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#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/Q245652
ensemble learning
.
This is a local identifier minted within the nanopublication.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#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
https://w3id.org/kpxl/ios/ds/terms/sarcasm_detection
sarcasm detection
.
This is a local identifier minted within the nanopublication.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#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/explore?8&id=https://zenodo.org/record/7937808/files/DWAEF_Sarc_Dataset.xlsx
DWAEF_Sarc_Dataset.xlsx
.
https://nanodash.petapico.org/explore?8&id=https://zenodo.org/record/7937808/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.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#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.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#evaluation
an evaluation
.
This is a local identifier minted within the nanopublication.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#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.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#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)
"0.92"
.
This is the identifier for the assertion of this nanopublication.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#assertion
The assertion above
http://www.w3.org/ns/prov#wasGeneratedBy
was generated by
This is a local identifier minted within the nanopublication.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#research-activity
a research activity
.
This is a local identifier minted within the nanopublication.
https://w3id.org/kpxl/ios/ds/np/RAKN2Y56DjlJHRGLK75_vK0Aa7_jl6PwENnzHkqroL-QA#research-activity
The research activity
http://purl.org/dc/terms/description
is described in
https://doi.org/10.3233/DS-220058
doi:10.3233/DS-220058
.
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