Regressor performance report

Evaluates regressor performance.

Usage:

1. Start the algorithm from the Processing Toolbox panel.

2. Select a regressor and a test dataset or create them by clicking on the processing algorithm icon. Then click run.

   

3. The output performance report will automatically be opened in your web browser.

Parameters

Regressor [file]

Regressor pickle file.

Test dataset [file]

Test dataset pickle file used for assessing the regressor performance.

Number of cross-validation folds [number]

The number of folds used for assessing cross-validation performance. If not specified (default), simple test performance is assessed.

Open output report in webbrowser after running algorithm [boolean]

Whether to open the output report in the web browser.

Default: True

Outputs

Output report [fileDestination]

Report file destination.

Command-line usage

>qgis_process help enmapbox:RegressorPerformanceReport:

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Arguments
----------------

regressor: Regressor
    Argument type:  file
    Acceptable values:
            - Path to a file
dataset: Test dataset
    Argument type:  file
    Acceptable values:
            - Path to a file
nfold: Number of cross-validation folds (optional)
    Argument type:  number
    Acceptable values:
            - A numeric value
            - field:FIELD_NAME to use a data defined value taken from the FIELD_NAME field
            - expression:SOME EXPRESSION to use a data defined value calculated using a custom QGIS expression
openReport: Open output report in webbrowser after running algorithm
    Default value:  true
    Argument type:  boolean
    Acceptable values:
            - 1 for true/yes
            - 0 for false/no
            - field:FIELD_NAME to use a data defined value taken from the FIELD_NAME field
            - expression:SOME EXPRESSION to use a data defined value calculated using a custom QGIS expression
outputRegressorPerformance: Output report
    Argument type:  fileDestination
    Acceptable values:
            - Path for new file

----------------
Outputs
----------------

outputRegressorPerformance: <outputHtml>
    Output report