identicalCPO

Check whether two <code>CPO</code> perform the same operation. This
compares the inner workings of a <code>CPO</code>, but not the hyperparameter,
hyperparameter-export, or <code>affect.*</code> settings of the <code>CPO</code>.
Internally, this checks whether the <code>CPOConstructor</code> used to create
the two <code>CPO</code>s is identical. When creating new <code>CPOConstructor</code>s with
<code>makeCPO</code> and related functions, it may be necessary to overload this function,
if the resulting <code>CPO</code>s should be differentiated in a different way.
This function is used in <code>cpoCbind</code> to check for equality of underlying
<code>CPO</code>s.

Toolset that enriches 'mlr' with a diverse set of preprocessing
operators. Composable Preprocessing Operators ("CPO"s) are first-class
R objects that can be applied to data.frames and 'mlr' "Task"s to modify
data, can be attached to 'mlr' "Learner"s to add preprocessing to machine
learning algorithms, and can be composed to form preprocessing pipelines.

Martin Binder

mlrCPO

Composable Preprocessing Operators and Pipelines for Machine
Learning

Bernd Bischl

Michel Lang

Lars Kotthoff

identicalCPO function

<dl><dt>cpo1</dt>
<dd>[<code>CPO</code>] 
The <code>CPO</code> to compare.</dd>
<dt>cpo2</dt>
<dd>[<code>CPO</code>] 
The <code>CPO</code> to compare.</dd></dl>

Arguments

Check Whether Two CPO are Fundamentally the Same — identicalCPO

<dl>

<dt>cpo1</dt>
<dd>[<code>CPO</code>] 
The <code>CPO</code> to compare.</dd>


<dt>cpo2</dt>
<dd>[<code>CPO</code>] 
The <code>CPO</code> to compare.</dd>

</dl>

identicalCPO: Check Whether Two CPO are Fundamentally the Same

Description

Usage

Value

Arguments

See Also