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Enum: CrossValidationMethodEnum

URI: namo:CrossValidationMethodEnum

Permissible Values

Value Meaning Description
K_FOLD OBI:0200032 K-fold cross-validation
STRATIFIED_K_FOLD None Stratified k-fold cross-validation
LEAVE_ONE_OUT OBI:0200033 Leave-one-out cross-validation
TIME_SERIES_SPLIT None Time series cross-validation
MONTE_CARLO None Monte Carlo cross-validation

Slots

Name Description
cv_method Type of cross-validation used

Identifier and Mapping Information

Schema Source

  • from schema: https://w3id.org/monarch-initiative/namo

LinkML Source

name: CrossValidationMethodEnum
from_schema: https://w3id.org/monarch-initiative/namo
rank: 1000
permissible_values:
  K_FOLD:
    text: K_FOLD
    description: K-fold cross-validation
    meaning: OBI:0200032
  STRATIFIED_K_FOLD:
    text: STRATIFIED_K_FOLD
    description: Stratified k-fold cross-validation
  LEAVE_ONE_OUT:
    text: LEAVE_ONE_OUT
    description: Leave-one-out cross-validation
    meaning: OBI:0200033
  TIME_SERIES_SPLIT:
    text: TIME_SERIES_SPLIT
    description: Time series cross-validation
  MONTE_CARLO:
    text: MONTE_CARLO
    description: Monte Carlo cross-validation