Receiver operating characteristic (ROC) and detection error tradeoff (DET) curves
Compute receiver operating characteristic (ROC) and detection error tradeoff (DET) curves. For more details see the Scikit-Learn user guide: Receiver operating characteristic (ROC) and Detection error tradeoff (DET). Note that observed classes and predicted class probabilities are matched by name.
Parameters
- Class probability layer [raster]
A class probability layer that is to be assessed.
- Observed categorized layer [layer]
A categorized layer representing a (ground truth) observation sample.
- 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:ReceiverOperatingCharacteristicRocAndDetectionErrorTradeoffDetCurves
:
----------------
Arguments
----------------
regression: Class probability layer
Argument type: raster
Acceptable values:
- Path to a raster layer
reference: Observed categorized layer
Argument type: layer
Acceptable values:
- Path to a vector, raster or mesh layer
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
outRocCurve: Output report
Argument type: fileDestination
Acceptable values:
- Path for new file
----------------
Outputs
----------------
outRocCurve: <outputHtml>
Output report