ml - Weighted Random Forest pipeline

None

Parameters

ListOf_Input_Image: ListOf( 3D Volume ) ( input )

ListOf_Input_Segmented_Image: ListOf( Graph ) ( input )

Color: Choice ( input )

Neighborhood_Mean: Boolean ( input )

Neighborhood_Variance: Boolean ( input )

Neighborhood_Amplitude: Integer ( optional, input )

Gabor: Boolean ( input )

List_Of_Sigma: ListOf( Float ) ( optional, input )

List_Of_Theta: ListOf( Float ) ( optional, input )

List_Of_Lambda: ListOf( Float ) ( optional, input )

List_Of_Psi: ListOf( Float ) ( optional, input )

List_Of_Gamma: ListOf( Float ) ( optional, input )

List_Of_Real: ListOf( Integer ) ( optional, input )

Classes_Weights: ListOf( Float ) ( input )

N_Trees: Integer ( input )

Output_Model: Any Type ( output )

ListOf_Output_Features_Image: ListOf( 3D Volume ) ( output )

Output_Feature_Description: Text file ( output )

Technical information

Toolbox : Bioprocessing

User level : 0

Identifier : ml_random_forest_pipeline

File name : brainvisa/toolboxes/bioprocessing/processes/research/toolbox/machine_learning/ml_random_forest_pipeline.py

Supported file formats :

ListOf_Input_Image :

gz compressed NIFTI-1 image, Aperio svs, DICOM image, Directory, ECAT i image, ECAT v image, FDF image, FreesurferMGH, FreesurferMGZ, GIS image, Hamamatsu ndpi, Hamamatsu vms, Hamamatsu vmu, JPEG image, Leica scn, MINC image, NIFTI-1 image, SPM image, Sakura svslide, TIFF image, TIFF image, TIFF(.tif) image, TIFF(.tif) image, Ventana bif, Zeiss czi, gz compressed MINC image, gz compressed NIFTI-1 image

ListOf_Input_Segmented_Image :

Graph and data, Graph and data

Output_Model :

pickle file, pickle file

ListOf_Output_Features_Image :

gz compressed NIFTI-1 image, Aperio svs, DICOM image, Directory, ECAT i image, ECAT v image, FDF image, FreesurferMGH, FreesurferMGZ, GIS image, Hamamatsu ndpi, Hamamatsu vms, Hamamatsu vmu, JPEG image, Leica scn, MINC image, NIFTI-1 image, SPM image, Sakura svslide, TIFF image, TIFF image, TIFF(.tif) image, TIFF(.tif) image, Ventana bif, Zeiss czi, gz compressed MINC image, gz compressed NIFTI-1 image

Output_Feature_Description :

Text file, Text file