Man pages for clepadellec/ClustersAnalysis
Analyses and interpretation of clustering
| m_acm_plot | Plot ACM multivariate |
| m_acp_2_axes | Values ACP with 2 dimensions |
| m_data_type | All type possible in the dataframe |
| m_DB_index | Davies-Boulin Indice |
| m_dummy_data | one hot recoding |
| m_kmean_clustering_plot | plot cluster on the first two dimensions |
| m_kmean_rand_ajusted | Compare two partitions, real classes vs kmeans classes (with... |
| m_kmean_rand_index | Compare two partitions, real classes vs kmeans classes |
| m_matrix_distance | Distance Matrix |
| m_mean_distance | Mean distance |
| m_R2_multivariate | Rapport Correlation Multivariate |
| m_rand_ajusted | Calculate adjusted rand index |
| m_rand_index | Calculate rand index |
| m_silhouette_ind | Calculate index silhouette |
| m_silhouette_plot | Plot silhouette index |
| m_sil_pca_plot | Plot silhouette index with Component analysis |
| m_test.value | Calculate the test value |
| m_type_variable | Verify the type of variables |
| multivariate_object | Constructor for multivariate object |
| u_afc_plot | Vizualise modality and class on the same plan |
| u_chisq_test_all | Function to apply chisq test between your group variable and... |
| u_desc_profils | See raws and columns profils, and a barplot |
| u_desc_size_effect | Function to see if some class are over-representend or not |
| u_eta2 | Calculate the correlation |
| u_fisher_test_all | Calculate correlation for each quantitatives variable and... |
| u_Mosaic_plot | Create mosaic plot |
| Univariate_object | Constructor for the univariate object |
| u_plot_size_effect | Plot the size effect with a mosaic plot |
| u_shapiro_test | Shapiro test |
| u_test_value | Calculate the test value |
| u_ttest_all | Mean's comparison using student test |
