Bayesian Cluster Validity Index
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Documentation for package ‘BayesCVI’ version 1.0.0
Help Pages
| B1_data | B1 Artificial Dataset |
| B2_data | B2 Artificial Dataset |
| B3_data | B3 Artificial Dataset |
| B4_data | B4 Artificial Dataset |
| B5_data | B5 Artificial Dataset |
| B6_data | B6 Artificial Dataset |
| B7_data | B7 Artificial Dataset |
| BayesCVIs | Bayesian cluster validity index |
| B_CCV.IDX | BCVI-Correlation Cluster Validity (CCV) index |
| B_CH.IDX | BCVI-Calinski–Harabasz (CH) index |
| B_CSL.IDX | BCVI-Chou-Su-Lai (CSL) index |
| B_DB.IDX | BCVI-Davies–Bouldin (DB) and DB* (DBs) indexes |
| B_DI.IDX | BCVI-Dunn index (DI) |
| B_GC.IDX | BCVI-The generalized C (GC) index |
| B_HF.IDX | BCVI-HF index |
| B_KPBM.IDX | BCVI-Modified Kernel form of Pakhira-Bandyopadhyay-Maulik (KPBM) index |
| B_KWON.IDX | BCVI-KWON index |
| B_KWON2.IDX | BCVI-KWON2 index |
| B_PB.IDX | BCVI-Point biserial correlation (PB) |
| B_PBM.IDX | BCVI-Pakhira-Bandyopadhyay-Maulik (PBM) index |
| B_SF.IDX | BCVI-The score function |
| B_STRPBM.IDX | BCVI-Starczewski and Pakhira-Bandyopadhyay-Maulik for crisp clustering indexes |
| B_TANG.IDX | BCVI-Tang index |
| B_WL.IDX | BCVI-Wu and Li (WL) index |
| B_WP.IDX | BCVI-Wiroonsri and Preedasawakul (WP) index |
| B_Wvalid | BCVI-Wiroonsri (WI) index |
| B_XB.IDX | BCVI-Xie and Beni (XB) index |
| plot_BCVI | Plots for visualizing BCVI |