Subkey

Description

cross_validation

Determine whether a cross validation will be performed or not. Obsolete, will be removed.

Segmentix

Determine whether to use Segmentix tool for segmentation preprocessing.

FeatureCalculators

Specifies which feature calculation tools should be used. A list can be provided to use multiple tools.

Preprocessing

Specifies which tool will be used for image preprocessing.

RegistrationNode

Specifies which tool will be used for image registration.

TransformationNode

Specifies which tool will be used for applying image transformations.

Joblib_ncores

Number of cores to be used by joblib for multicore processing.

Joblib_backend

Type of backend to be used by joblib for multicore processing.

tempsave

Determines whether after every cross validation iteration the result will be saved, in addition to the result after all iterations. Especially useful for debugging.

AssumeSameImageAndMaskMetadata

Make the assumption that the image and mask have the same metadata. If True and there is a mismatch, metadata from the image will be copied to the mask.

ComBat

Whether to use ComBat feature harmonization on your FULL dataset, i.e. not in a train-test setting. See <https://github.com/Jfortin1/ComBatHarmonization for more information./>`_ .

Fingerprint

Whether to use Fingerprinting or not.

DoTestNRSNEns

If True, repeat the experiments from the WORC paper to check the performance of various N_RS, N_Ens and advanced ensembling combinations.