Man pages for noisemodel
Noise Models for Classification Datasets
| asy_def_ln | Asymmetric default label noise |
| asy_int_an | Asymmetric interval-based attribute noise |
| asy_spa_ln | Asymmetric sparse label noise |
| asy_uni_an | Asymmetric uniform attribute noise |
| asy_uni_ln | Asymmetric uniform label noise |
| attm_uni_ln | Attribute-mean uniform label noise |
| bord_dist | Distance to SVM decision boundary |
| bord_noise | Mislabeling based on k-nearest neighbors |
| boud_gau_an | Boundary/dependent Gaussian attribute noise |
| clu_vot_ln | Clustering-based voting label noise |
| diris2D | diris2D dataset |
| exp_bor_ln | Exponential borderline label noise |
| exps_cuni_ln | Exponential/smudge completely-uniform label noise |
| findnoise | Find the differences between two datasets |
| fra_bdir_ln | Fraud bidirectional label noise |
| gam_bor_ln | Gamma borderline label noise |
| gau_bor_ln | Gaussian borderline label noise |
| gaum_bor_ln | Gaussian-mixture borderline label noise |
| glev_uni_ln | Gaussian-level uniform label noise |
| hubp_uni_ln | Hubness-proportional uniform label noise |
| imp_int_an | Importance interval-based attribute noise |
| iris2D | iris2D dataset |
| irs_bdir_ln | IR-stable bidirectional label noise |
| lap_bor_ln | Laplace borderline label noise |
| larm_uni_ln | Large-margin uniform label noise |
| maj_udir_ln | Majority-class unidirectional label noise |
| mind_bdir_ln | Minority-driven bidirectional label noise |
| minp_uni_ln | Minority-proportional uniform label noise |
| mis_pre_ln | Misclassification prediction label noise |
| mulc_udir_ln | Multiple-class unidirectional label noise |
| nei_bor_ln | Neighborwise borderline label noise |
| nlin_bor_ln | Non-linearwise borderline label noise |
| noisetype | Type of noise introduced by a noise model |
| oned_uni_ln | One-dimensional uniform label noise |
| opes_idnn_ln | Open-set ID/nearest-neighbor label noise |
| opes_idu_ln | Open-set ID/uniform label noise |
| pai_bdir_ln | Pairwise bidirectional label noise |
| plot.ndmodel | Plot function for class ndmodel |
| pmd_con_ln | PMD-based confidence label noise |
| print.ndmodel | Print function for class ndmodel |
| print.sum.ndmodel | Print function for class sum.ndmodel |
| qua_uni_ln | Quadrant-based uniform label noise |
| runif_replace | Random numbers considering reference values |
| safe_sample | Safe sample function |
| sample_replace | Sample considering reference values |
| sco_con_ln | Score-based confidence label noise |
| sigb_uni_ln | Sigmoid-bounded uniform label noise |
| smam_bor_ln | Small-margin borderline label noise |
| smu_cuni_ln | Smudge-based completely-uniform label noise |
| summary.ndmodel | Summary function for class ndmodel |
| sym_adj_ln | Symmetric adjacent label noise |
| sym_cen_ln | Symmetric center-based label noise |
| sym_con_ln | Symmetric confusion label noise |
| sym_cuni_an | Symmetric completely-uniform attribute noise |
| sym_cuni_cn | Symmetric completely-uniform combined noise |
| sym_cuni_ln | Symmetric completely-uniform label noise |
| sym_ddef_ln | Symmetric double-default label noise |
| sym_def_ln | Symmetric default label noise |
| symd_gau_an | Symmetric/dependent Gaussian attribute noise |
| symd_gimg_an | Symmetric/dependent Gaussian-image attribute noise |
| sym_dia_ln | Symmetric diametrical label noise |
| sym_dran_ln | Symmetric double-random label noise |
| symd_rpix_an | Symmetric/dependent random-pixel attribute noise |
| symd_uni_an | Symmetric/dependent uniform attribute noise |
| sym_end_an | Symmetric end-directed attribute noise |
| sym_exc_ln | Symmetric exchange label noise |
| sym_gau_an | Symmetric Gaussian attribute noise |
| sym_hie_ln | Symmetric hierarchical label noise |
| sym_hienc_ln | Symmetric hierarchical/next-class label noise |
| sym_int_an | Symmetric interval-based attribute noise |
| sym_natd_ln | Symmetric natural-distribution label noise |
| sym_nean_ln | Symmetric nearest-neighbor label noise |
| sym_nexc_ln | Symmetric next-class label noise |
| sym_nuni_ln | Symmetric non-uniform label noise |
| sym_opt_ln | Symmetric optimistic label noise |
| sym_pes_ln | Symmetric pessimistic label noise |
| sym_sgau_an | Symmetric scaled-Gaussian attribute noise |
| sym_uni_an | Symmetric uniform attribute noise |
| sym_uni_ln | Symmetric uniform label noise |
| sym_usim_ln | Symmetric unit-simplex label noise |
| ugau_bor_ln | Uneven-Gaussian borderline label noise |
| ulap_bor_ln | Uneven-Laplace borderline noise |
| unc_fixw_an | Unconditional fixed-width attribute noise |
| uncs_guni_cn | Unconditional/symmetric Gaussian/uniform combined noise |
| unc_vgau_an | Unconditional vp-Gaussian attribute noise |
