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`shrinkage.WorkingSetDiagnostics`

Shrinkage for Python · python · 0.2.0

WorkingSetDiagnostics(
    policy: shrinkage.WorkingSetPolicy,
    full_checks: int,
    restricted_checks: int,
    rebuilds: int,
    expansions: int,
    reactivations: int,
    active_dimension: int,
    peak_active_dimension: int,
    feature_visits: int,
    block_visits: int
)

Heuristic feature-selection work, separate from safe screening.

policy is resolved rather than auto. Full checks include logistic quadratic subproblem checks. Feature and block visits count numerical work, not the number of nonzero coefficients.

`policy`

Source: packages/python/src/shrinkage/fit.py

policy: shrinkage.WorkingSetPolicy

`full_checks`

Source: packages/python/src/shrinkage/fit.py

full_checks: int

`restricted_checks`

Source: packages/python/src/shrinkage/fit.py

restricted_checks: int

`rebuilds`

Source: packages/python/src/shrinkage/fit.py

rebuilds: int

`expansions`

Source: packages/python/src/shrinkage/fit.py

expansions: int

`reactivations`

Source: packages/python/src/shrinkage/fit.py

reactivations: int

`active_dimension`

Source: packages/python/src/shrinkage/fit.py

active_dimension: int

`peak_active_dimension`

Source: packages/python/src/shrinkage/fit.py

peak_active_dimension: int

`feature_visits`

Source: packages/python/src/shrinkage/fit.py

feature_visits: int

`block_visits`

Source: packages/python/src/shrinkage/fit.py

block_visits: int