- maxIterations
Integer: maximum iterations of Cyclops to attempt before returning a failed-to-converge error
- tolerance
Numeric: maximum relative change in convergence criterion from successive iterations to achieve convergence
- convergenceType
String: name of convergence criterion to employ (described in more detail below)
- cvType
String: name of cross validation search.
Option "auto"
selects an auto-search following BBR.
Option "grid"
selects a grid-search cross validation
- fold
Numeric: Number of random folds to employ in cross validation
- lowerLimit
Numeric: Lower prior variance limit for grid-search
- upperLimit
Numeric: Upper prior variance limit for grid-search
- gridSteps
Numeric: Number of steps in grid-search
- cvRepetitions
Numeric: Number of repetitions of X-fold cross validation
- minCVData
Numeric: Minimum number of data for cross validation
- noiseLevel
String: level of Cyclops screen output ("silent"
, "quiet"
, "noisy"
)
- threads
Numeric: Specify number of CPU threads to employ in cross-validation; default = 1 (auto = -1)
- seed
Numeric: Specify random number generator seed. A null value sets seed via Sys.time
.
- resetCoefficients
Logical: Reset all coefficients to 0 between model fits under cross-validation
- startingVariance
Numeric: Starting variance for auto-search cross-validation; default = -1 (use estimate based on data)
- useKKTSwindle
Logical: Use the Karush-Kuhn-Tucker conditions to limit search
- tuneSwindle
Numeric: Size multiplier for active set
- selectorType
String: name of exchangeable sampling unit.
Option "byPid"
selects entire strata.
Option "byRow"
selects single rows.
If set to "auto"
, "byRow"
will be used for all models except conditional models where
the average number of rows per stratum is smaller than the number of strata.
- initialBound
Numeric: Starting trust-region size
- maxBoundCount
Numeric: Maximum number of tries to decrease initial trust-region size
- algorithm
String: name of fitting algorithm to employ; default is ccd
Todo: Describe convegence types