Nanopublication: RAxFchwnoX

Full identifier: http://purl.org/np/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM

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 detection of sarcasm in online text messages Run comment approve/disapprove edit as derived nanopublication create new with same template

This is a local identifier minted within the nanopublication. http://purl.org/np/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM#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/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM#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. http://purl.org/np/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM#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. http://purl.org/np/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM#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/RAGjDt_jDgYZox7R7yQe3VH59avpgBJt_hXL6gA5-W5DQ#sarcasm detection of sarcasm in online text messages .
This is a local identifier minted within the nanopublication. http://purl.org/np/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM#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/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM#evaluation an evaluation .
This is a local identifier minted within the nanopublication. http://purl.org/np/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM#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/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM#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 this whole nanopublication. http://purl.org/np/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal) "2023-05-31T15:55:56.398Z" .
This is the identifier for this whole nanopublication. http://purl.org/np/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM 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/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM#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." .
This is a local identifier minted within the nanopublication. http://purl.org/np/RAxFchwnoXbrufZ4B5x1U612WL5a_8jtng_QgtR2jotXM#sig sig http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal) "RSA" .

Simrat Deol, 31 May 2023, 15:55:56 UTC

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