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Slot: f1_score

F1 Score is the harmonic mean of precision and recall

URI: linkml_common:f1_score

Applicable Classes

Name Description Modifies Slot
OutcomeStatistics A class for collecting totals of various outcomes no
PredictionSummaryStatistics A class for collecting totals of various outcomes no
AggregatePrediction no

Properties

Identifier and Mapping Information

Schema Source

  • from schema: https://w3id.org/linkml/linkml-common

Mappings

Mapping Type Mapped Value
self linkml_common:f1_score
native linkml_common:f1_score

LinkML Source

name: f1_score
description: F1 Score is the harmonic mean of precision and recall
from_schema: https://w3id.org/linkml/linkml-common
rank: 1000
alias: f1_score
owner: OutcomeStatistics
domain_of:
- OutcomeStatistics
range: float
equals_expression: 2 * (precision * recall) / (precision + recall)