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This function allows to learn a better relationship between landmark detection likelihoods and the resulting landmark error. First run: Script_CECLM_general_cross_data_multi_hyp.m Script_CECLM_menpo_multi_hyp.m Script_CECLM_of.m Then: learn_error_pred_general.m learn_error_pred_menpo.m learn_error_pred_of.m To use in C++ also generate the early_term_cen_of.txt file using output_corrections.m, this is already generated so no need to re-run it.