Man pages for tidymodels/dials
Tools for Creating Tuning Parameter Values

activationActivation functions between network layers
ChicagoChicago Ridership Data
costSupport vector machine parameters
deg_freeDegrees of freedom (integer)
degreeParameters for exponents
dials-packagedials: Tools for working with tuning parameters
dist_powerMinkowski distance parameter
dropoutNeural network parameters
encode_unitClass for converting parameter values back and forth to the...
finalizeFunctions to finalize data-specific parameter ranges
freq_cutNear-zero variance parameters
grid_max_entropySpace-filling parameter grids
grid_regularCreate grids of tuning parameters
LaplaceLaplace correction parameter
learn_rateLearning rate
max_timesWord frequencies for removal
max_tokensMaximum number of retained tokens
min_distParameter for the effective minimum distance between embedded...
min_uniqueNumber of unique values for pre-processing
mixtureMixture of penalization terms
mtryNumber of randomly sampled predictors
neighborsNumber of neighbors
new-paramTools for creating new parameter objects
num_breaksNumber of cut-points for binning
num_compNumber of new features
over_ratioParameters for class-imbalance sampling
parametersInformation on tuning parameters within an object
parameters_constrConstruct a new parameter set object
penaltyAmount of regularization/penalization
prune_methodMARS pruning methods
range_validateTools for working with parameter ranges
rbf_sigmaKernel parameters
smoothnessKernel Smoothness
surv_distParametric distributions for censored data
texthashText hashing parameters
thresholdGeneral thresholding parameter
tokenToken types
treesParameter functions related to tree- and rule-based models.
type_sum.paramSuccinct summary of parameter objects
unknownPlaceholder for unknown parameter values
update.parametersUpdate a single parameter in a parameter set
value_validateTools for working with parameter values
weightParameter for '"double normalization"' when creating token...
weight_funcKernel functions for distance weighting
weight_schemeTerm frequency weighting methods
window_sizeParameter for the moving window size
tidymodels/dials documentation built on Nov. 7, 2019, 5:41 a.m.