API for themis
Extra Recipes Steps for Dealing with Unbalanced Data

Global functions
.rlang_as_friendly_type Source code
.rlang_check_is_string Source code
.rlang_stop_unexpected_typeof Source code
.stop_not_number Source code
Mode Source code
adasyn Man page Source code
adasyn_impl Source code
adasyn_sampler Source code
add_indicator_column Source code
allocate_quotas Source code
bake.step_adasyn Source code
bake.step_bsmote Source code
bake.step_cluster_centroids Source code
bake.step_cnn Source code
bake.step_downsample Source code
bake.step_enn Source code
bake.step_instance_hardness Source code
bake.step_kmeans_smote Source code
bake.step_ncl Source code
bake.step_nearmiss Source code
bake.step_oss Source code
bake.step_rose Source code
bake.step_smogn Source code
bake.step_smote Source code
bake.step_smoten Source code
bake.step_smotenc Source code
bake.step_svmsmote Source code
bake.step_tomek Source code
bake.step_upsample Source code
bsmote Man page Source code
bsmote_impl Source code
centroid_rows Source code
check_1_selected Source code
check_2_levels_only Source code
check_all_categorical Source code
check_arg Source code
check_bool Source code
check_call Source code
check_case_weights_not_supported Source code
check_character Source code
check_closure Source code
check_column_factor Source code
check_column_numeric Source code
check_data_frame Source code
check_distance_arg Source code
check_environment Source code
check_formula Source code
check_function Source code
check_logical Source code
check_metric_nonnegative Source code
check_metric_positive Source code
check_metric_simplex Source code
check_na Source code
check_name Source code
check_number_decimal Source code
check_number_whole Source code
check_numeric Source code
check_ratio Source code
check_ratio_column Source code
check_ratio_levels Source code
check_scalar_ratio Source code
check_string Source code
check_symbol Source code
check_var Source code
chol_cov Source code
circle_example Man page
class_target Source code
cluster_centroids Man page Source code
cluster_centroids_impl Source code
cluster_sparsity_weights Source code
cnn Man page Source code
cnn_impl Source code
condense_scan Source code
danger Source code
default_num_clusters Source code
dense_dist_cross Source code
dense_dist_matrix Source code
downsample_count Source code
drop_per_class_ratio Source code
drop_self_neighbor Source code
drop_unused_levels Source code
enn Man page Source code
enn_impl Source code
enn_single Source code
fill_new_args Source code
instance_hardness Man page Source code
instance_hardness_impl Source code
kmeans_centers Source code
kmeans_clusters Source code
kmeans_fit Source code
kmeans_smote Man page Source code
kmeans_smote_clusters Source code
kmeans_smote_impl Source code
mean_pairwise_dist Source code
metric_backend Source code
metric_is_transformable Source code
metric_rescale_dists Source code
metric_transform Source code
na_splice Source code
ncl Man page Source code
ncl_impl Source code
nearmiss Man page Source code
nearmiss_impl Source code
nearmiss_new_args Source code
nn_dists_cross Source code
nn_indices Source code
nn_indices_cross Source code
obj_type_friendly Source code
obj_type_oo Source code
oss Man page Source code
oss_condense Source code
oss_impl Source code
over_target Source code
oxford_comma Source code
philentropy_metrics Source code
philentropy_positive_metrics Source code
prep.step_adasyn Source code
prep.step_bsmote Source code
prep.step_cluster_centroids Source code
prep.step_cnn Source code
prep.step_downsample Source code
prep.step_enn Source code
prep.step_instance_hardness Source code
prep.step_kmeans_smote Source code
prep.step_ncl Source code
prep.step_nearmiss Source code
prep.step_oss Source code
prep.step_rose Source code
prep.step_smogn Source code
prep.step_smote Source code
prep.step_smoten Source code
prep.step_smotenc Source code
prep.step_svmsmote Source code
prep.step_tomek Source code
prep.step_upsample Source code
print.step_adasyn Source code
print.step_bsmote Source code
print.step_cluster_centroids Source code
print.step_cnn Source code
print.step_downsample Source code
print.step_enn Source code
print.step_instance_hardness Source code
print.step_kmeans_smote Source code
print.step_ncl Source code
print.step_nearmiss Source code
print.step_oss Source code
print.step_rose Source code
print.step_smogn Source code
print.step_smote Source code
print.step_smoten Source code
print.step_smotenc Source code
print.step_svmsmote Source code
print.step_tomek Source code
print.step_upsample Source code
ratio_target Source code
reexports Man page
required_pkgs Man page
required_pkgs.step_adasyn Man page Source code
required_pkgs.step_bsmote Man page Source code
required_pkgs.step_cluster_centroids Man page Source code
required_pkgs.step_cnn Man page Source code
required_pkgs.step_downsample Man page Source code
required_pkgs.step_enn Man page Source code
required_pkgs.step_instance_hardness Man page Source code
required_pkgs.step_kmeans_smote Man page Source code
required_pkgs.step_ncl Man page Source code
required_pkgs.step_nearmiss Man page Source code
required_pkgs.step_oss Man page Source code
required_pkgs.step_rose Man page Source code
required_pkgs.step_smogn Man page Source code
required_pkgs.step_smote Man page Source code
required_pkgs.step_smoten Man page Source code
required_pkgs.step_smotenc Man page Source code
required_pkgs.step_svmsmote Man page Source code
required_pkgs.step_tomek Man page Source code
required_pkgs.step_upsample Man page Source code
rose Man page Source code
simplex_metrics Source code
smogn Man page Source code
smogn_distmat Source code
smogn_generate Source code
smogn_impl Source code
smogn_relevance Source code
smote Man page Source code
smote_data Source code
smote_impl Source code
smoten Man page Source code
smoten_data Source code
smoten_impl Source code
smotenc Man page Source code
smotenc_data Source code
smotenc_impl Source code
sqrt_embedded_metrics Source code
step_adasyn Man page Source code
step_adasyn_new Source code
step_bsmote Man page Source code
step_bsmote_new Source code
step_cluster_centroids Man page Source code
step_cluster_centroids_new Source code
step_cnn Man page Source code
step_cnn_new Source code
step_downsample Man page Source code
step_downsample_new Source code
step_enn Man page Source code
step_enn_new Source code
step_instance_hardness Man page Source code
step_instance_hardness_new Source code
step_kmeans_smote Man page Source code
step_kmeans_smote_new Source code
step_ncl Man page Source code
step_ncl_new Source code
step_nearmiss Man page Source code
step_nearmiss_new Source code
step_oss Man page Source code
step_oss_new Source code
step_rose Man page Source code
step_rose_new Source code
step_smogn Man page Source code
step_smogn_new Source code
step_smote Man page Source code
step_smote_new Source code
step_smoten Man page Source code
step_smoten_new Source code
step_smotenc Man page Source code
step_smotenc_new Source code
step_svmsmote Man page Source code
step_svmsmote_new Source code
step_tomek Man page Source code
step_tomek_new Source code
step_upsample Man page Source code
step_upsample_new Source code
stop_input_type Source code
string2formula Source code
subsamp Source code
subset_to_matrix Source code
supsamp Source code
supsamp_with_indicator Source code
svm_support_vectors Source code
svmsmote Man page Source code
svmsmote_impl Source code
themis Man page
themis-package Man page
tidy Man page
tidy.step_adasyn Man page Source code
tidy.step_bsmote Man page Source code
tidy.step_cluster_centroids Man page Source code
tidy.step_cnn Man page Source code
tidy.step_downsample Man page Source code
tidy.step_enn Man page Source code
tidy.step_instance_hardness Man page Source code
tidy.step_kmeans_smote Man page Source code
tidy.step_ncl Man page Source code
tidy.step_nearmiss Man page Source code
tidy.step_oss Man page Source code
tidy.step_rose Man page Source code
tidy.step_smogn Man page Source code
tidy.step_smote Man page Source code
tidy.step_smoten Man page Source code
tidy.step_smotenc Man page Source code
tidy.step_svmsmote Man page Source code
tidy.step_tomek Man page Source code
tidy.step_upsample Man page Source code
tomek Man page Source code
tomek_impl Source code
tomek_new_args Source code
tunable Man page
tunable.step_adasyn Man page Source code
tunable.step_bsmote Man page Source code
tunable.step_cluster_centroids Man page Source code
tunable.step_downsample Man page Source code
tunable.step_enn Man page Source code
tunable.step_instance_hardness Man page Source code
tunable.step_kmeans_smote Man page Source code
tunable.step_ncl Man page Source code
tunable.step_nearmiss Man page Source code
tunable.step_rose Man page Source code
tunable.step_smogn Man page Source code
tunable.step_smote Man page Source code
tunable.step_smoten Man page Source code
tunable.step_smotenc Man page Source code
tunable.step_svmsmote Man page Source code
tunable.step_upsample Man page Source code
tunable_themis Man page
under_target Source code
vdm_deltas Source code
vdm_dist_matrix Source code
vec_type_friendly Source code
warn_times_all_k Source code
warn_unused_levels Source code
weighted_table Source code
themis documentation built on Aug. 2, 2026, 9:07 a.m.