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Validation

  • Validate a Model by attaching a Validation component

Dependencies

Usage pattern

from superduper import Validation

validation = Validation(
datasets=[dataset_1, ...],
metrics=[metric_1, ...],
key=('X', 'y') # key to use for the comparison
)

model = Model(
... # standard arguments
validation=validation,
)

# Applying model recognizes `.validation` attribute
# and validates model on the `.datasets` with `.metrics`
db.apply(model)