FitParamSpecs: FitParamSpecs Class

In five-dots/ml4e: Machine Learning for Everyone

Description

Key-value dictionary contains FitParamSpec class objects. This class is passed to Model class and defines parameters of model's fit functon.

Usage

new_fit_param_specs(...)

Arguments

...	Key and value pairs.

Value

A new FitParamSpecs class object.

Super classes

Dict::Dict -> ml4e::Option -> FitParamSpecs

Active bindings

defaults

A list of default values

Methods

Public methods

• FitParamSpecs$new()

• FitParamSpecs$add()

• FitParamSpecs$print()

• FitParamSpecs$get_grid()

• FitParamSpecs$get_random()

• FitParamSpecs$get_bayes_info()

• FitParamSpecs$clone()

Inherited methods

• Dict::Dict$get()

• Dict::Dict$has()

• Dict::Dict$sort()

• ml4e::Option$clear()

• ml4e::Option$print_items()

• ml4e::Option$remove()

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Method new()

Construct a new FitParamSpecs class object.

Usage

FitParamSpecs$new(...)

Arguments

...

Key and value pairs.

Returns

A new FitParamSpecs class object

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Method add()

Adds key-value objects to the dictionary.

Usage

FitParamSpecs$add(...)

Arguments

...

Key and value pairs.

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Method print()

Print object.

Usage

FitParamSpecs$print()

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Method get_grid()

Get paramter grid.

Usage

FitParamSpecs$get_grid()

Returns

A data.frame of parameter grid.

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Method get_random()

Get random paramter grid.

Usage

FitParamSpecs$get_random(size = NULL)

Arguments

size

A integer scalar of parameter size.

Returns

A data.frame of parameter grid.

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Method get_bayes_info()

Get information for BayesianSearch.

Usage

FitParamSpecs$get_bayes_info()

Returns

A list of parameter infomation.

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Method clone()

The objects of this class are cloneable with this method.

Usage

FitParamSpecs$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

five-dots/ml4e documentation built on June 19, 2020, 4:26 p.m.