Evaluation results of a Machine Learning experiment
Author Instruction
Here you find more information about this type of nanopublication. You can create a new one below, and check out the ones you have already created, as candidates for your Data Science submission.
Type Description ⓘ This is the description of the type of nanopublications you can create through this page.
Example Nanopublication ⓘ A nanopublication contains as main content a statement in the assertion part (shown in blue) encoded in a way that computers can understand. It is expressed as one or more subject-relation-object structures, each shown on a separate line, where the identifier of the subject (left) is connected to the identifier of the object (right) via the identifier of the relation type (middle).
This is a local identifier that was minted when the nanopublication was created.
http://purl.org/np/RAQV0grGVX22NUdKxBijorX0vy06-hdDY3BpScIeQzhx0#run
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 that was minted when the nanopublication was created.
http://purl.org/np/RAQV0grGVX22NUdKxBijorX0vy06-hdDY3BpScIeQzhx0#run
run
connects a thing (left) to its human-readable label (right)
http://www.w3.org/2000/01/rdf-schema#label
has the label
"Detection of texts about animals"
.
This is a local identifier that was minted when the nanopublication was created.
http://purl.org/np/RAQV0grGVX22NUdKxBijorX0vy06-hdDY3BpScIeQzhx0#run
run
connects a thing to a human-readable description of that thing.
http://purl.org/dc/terms/description
is described by
"This is a fictitious experiment on detecting texts that are about animals"
.
This is a local identifier that was minted when the nanopublication was created.
http://purl.org/np/RAQV0grGVX22NUdKxBijorX0vy06-hdDY3BpScIeQzhx0#run
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
statistical algorithm that is used to cluster points of data in functional groups
http://www.wikidata.org/entity/Q245748
random forest
.
This is a local identifier that was minted when the nanopublication was created.
http://purl.org/np/RAQV0grGVX22NUdKxBijorX0vy06-hdDY3BpScIeQzhx0#run
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
classification of texts
http://www.wikidata.org/entity/Q102190569
text classification
.
This is a local identifier that was minted when the nanopublication was created.
http://purl.org/np/RAQV0grGVX22NUdKxBijorX0vy06-hdDY3BpScIeQzhx0#run
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://doi.org/10.35111/77ba-9x74
77ba-9x74
.
This is a local identifier that was minted when the nanopublication was created.
http://purl.org/np/RAQV0grGVX22NUdKxBijorX0vy06-hdDY3BpScIeQzhx0#run
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 that was minted when the nanopublication was created.
http://purl.org/np/RAQV0grGVX22NUdKxBijorX0vy06-hdDY3BpScIeQzhx0#evaluation
evaluation
.
This is a local identifier that was minted when the nanopublication was created.
http://purl.org/np/RAQV0grGVX22NUdKxBijorX0vy06-hdDY3BpScIeQzhx0#evaluation
evaluation
A relation between an entity and the information content entity that specifies it.
http://www.w3.org/ns/mls#specifiedBy
measures
measure of a test's accuracy
https://www.wikidata.org/entity/Q6975395
F1 score
.
This is a local identifier that was minted when the nanopublication was created.
http://purl.org/np/RAQV0grGVX22NUdKxBijorX0vy06-hdDY3BpScIeQzhx0#evaluation
evaluation
assigns a numerical value denoting the measured result of an evaluation
http://www.w3.org/ns/mls#hasValue
has the result value
"0.86"
.
https://doi.org/10.35111/77ba-9x74
77ba-9x74
connects a thing (left) to its human-readable label (right)
http://www.w3.org/2000/01/rdf-schema#label
has the label
"The New York Times Annotated Corpus"
.
the assertion of this specific nanopublication
http://purl.org/np/RAQV0grGVX22NUdKxBijorX0vy06-hdDY3BpScIeQzhx0#assertion
this assertion
http://www.w3.org/ns/prov#wasAttributedTo
is attributed to
https://orcid.org/0000-0002-1267-0234
me (Tobias Kuhn)
.
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