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  https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ RAwzy9MYRt   Result of Machine Learning run: detection of metaphors in online text messages

This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ#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/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ#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. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ#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. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ#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. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ#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/metaphor_detection metaphor detection .
This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ#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/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ#evaluation an evaluation .
This is a local identifier minted within the nanopublication. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ#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/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ#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 this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ This nanopublication An author is an agent who gave existence to the content (i.e. what the nanopublication is stating), which can be different from the creator, who is the agent who created the given representation of this nanopublication. http://purl.org/pav/authoredBy is authored by https://orcid.org/0000-0002-3340-8112 Prakher Pandey .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ This nanopublication An author is an agent who gave existence to the content (i.e. what the nanopublication is stating), which can be different from the creator, who is the agent who created the given representation of this nanopublication. http://purl.org/pav/authoredBy is authored by https://orcid.org/0000-0002-4472-1681 Richa Sharma .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ This nanopublication An author is an agent who gave existence to the content (i.e. what the nanopublication is stating), which can be different from the creator, who is the agent who created the given representation of this nanopublication. http://purl.org/pav/authoredBy is authored by https://orcid.org/0000-0002-5169-209X VISHAL MAURYA .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ This nanopublication An author is an agent who gave existence to the content (i.e. what the nanopublication is stating), which can be different from the creator, who is the agent who created the given representation of this nanopublication. http://purl.org/pav/authoredBy is authored by https://orcid.org/0000-0002-6785-9691 Simrat Deol .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ This nanopublication An author is an agent who gave existence to the content (i.e. what the nanopublication is stating), which can be different from the creator, who is the agent who created the given representation of this nanopublication. http://purl.org/pav/authoredBy is authored by https://orcid.org/0000-0003-0636-4000 Udit Kaushish .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal) "2023-08-21T12:36:21.322Z" .
This is the identifier for this whole nanopublication. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ 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. https://w3id.org/kpxl/ios/ds/np/RAwzy9MYRt4Ap7tsf3tmzQljnTYrZCZsz4FPw9EcWeTyQ#run run .

Type Description This is the description of the type this nanopublication belongs to.

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.

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