Highest Confidence

Select the option with the highest confidence from multiple columns. Inputs are expected to be of the form [<<value>>, <<confidence_score>>].

Select the option with the highest confidence from multiple columns. Inputs are expected to be of the form [value, confidence_score].

Parameters

Name	Description	Accepted Values	Default	Required
I/O
input	List of the input columns to select from.	array	—	Yes
output	If two columns; the result and confidence. If one column; [result, confidence].	string, array	—	Yes
Conditions
if	Condition that determines whether the wrangle runs as a whole. Recipe variables may be referenced with ${variable}.	string	—	No
where	Filter rows before applying the wrangle using SQL-like criteria, such as column1 = 123 OR column2 = 'abc'.	string	—	No
where_params	Values used with where for parameterized criteria. Uses SQLite placeholder syntax such as ? or :name.	array, object	—	No

Examples

wrangles:
  - select.highest_confidence:
      input:
        - Col1
        - Col2
        - Col3
      output: Highest Confidence

Col1	Col2	Col3
['A', 0.79]	['B', 0.77]	['C', 0.99]

Highest Confidence
['C', 0.99]

wrangles:
  - select.highest_confidence:
      input:
        - Col1
        - Col2
        - Col3
      output:
        - Item
        - Confidence

Col1	Col2	Col3
['A', 0.79]	['B', 0.77]	['C', 0.99]

Item	Confidence
C	0.99

Access

Requirement	Value
AI-powered	No
Requires WrangleWorks account	No
Requires subscription	No
Requires external API key	No

Technical details

Field	Value
Catalog ID	54
Catalog key	select.highest_confidence
Recipe key	select.highest_confidence
Catalog status	active
Lifecycle status	active
Recipe Writer eligible	Yes
Namespace	select
Documentation group	select
Aliases	None
Runtime symbol	wrangles.recipe_wrangles.select.highest_confidence
Legacy UUID	00aad85d-8cc8-42e5-86f3-e4ff916e8ac2

Sources

• WranglesPY select.highest_confidence implementation
• Archived select.highest_confidence Markdown