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. |