SampleAugmentation
Generates synthetic samples from a sample data file.
Learning
QgsProcessingParameterFile|in|Input samples|QgsProcessingParameterFile.File|None|None|False
QgsProcessingParameterFileDestination|out|Output samples|None|None|False
QgsProcessingParameterString|field|Field Name|None|True
QgsProcessingParameterNumber|layer|Layer Index|QgsProcessingParameterNumber.Integer|0|True
QgsProcessingParameterNumber|label|Label of the class to be augmented|QgsProcessingParameterNumber.Integer|1|True
QgsProcessingParameterNumber|samples|Number of generated samples|QgsProcessingParameterNumber.Integer|100|True
QgsProcessingParameterString|exclude|Field names for excluded features|None|True
OTBParameterChoice|strategy|Augmentation strategy|replicate;jitter;smote|0|True
QgsProcessingParameterNumber|strategy.jitter.stdfactor|Factor for dividing the standard deviation of each feature|QgsProcessingParameterNumber.Double|10|True
QgsProcessingParameterNumber|strategy.smote.neighbors|Number of nearest neighbors|QgsProcessingParameterNumber.Integer|5|True
QgsProcessingParameterNumber|seed|Random seed|QgsProcessingParameterNumber.Integer|0|True