Clustering Techniques

	A	B	C	D	E	F	G	H	I	J
1	Subject [Name, Trial]	Clustering Algorithms	Silhouette Score	2D Scatter Plot	3D Scatter Plot	Rand_Index	Jaccard_Index	Fowlkes_mallows_index	Dunn_Index	Davies_Bouldien_index

2	[C,1]	Kmeans	0.2760934061			0.0340309652	0.2352941176	0.4943088305	0.3048445346	1.38562864
3		PAM	0.2824031659			0.02934797517	0.3796791444	0.4943088305	0.2308772015	1.422634189
4		CLARA	0.2083926221			0.02951523183	0.3048128342	0.4692918753	0.2752114151	1.625315987
5		BIRCH	0.2433024595			0.03992046136	0.320855615	0.4543408587	0.305247293	12.25503836
6		ROCK	0.4568454107			5.97E-05	0.3422459893	0.5681310864	0.5740050794	0.9997025722
7		DBSCAN	0.4685610064			0.04604065728	0.449197861	0.5618745398	0.6103334444	1.031153406
8		HDBSCAN	0.4765022156			0.009170765952	0.3368983957	0.5648672135	0.7327672448	1.014946836
9
10
11
12
13	[C,2]	Kmeans	0.156196321			0.484743951	0.6648648649	0.6897542075	0.3105087133	1.864371179
14		PAM	0.226717688			0.05169245526	0.2648648649	0.6897542075	0.2570029129	2.002236711
15		CLARA	0.05744531045			-0.001128230627	0.3189189189	0.5136914087	0.2286556099	1.863542714
16		BIRCH	0.1481856877			0.1481856877	0.03783783784	0.6887189118	0.2794746022	6.3986556
17		ROCK	0.2897958206			1.92E-06	0.3351351351	0.5679974311	0.4094187252	1.00007534
18		DBSCAN	0.5426510663			0.01043173978	0.3621621622	0.5710747228	0.929120933	1.00008736
19		OPTICS	0.2884274104			0.04139907437	0.4054054054	0.5618106557	0.4549069114	1.010268681
20
21
22
23
24	[D,1]	Kmeans	0.08419995266			0.9838700403	0.9946524064	0.9891891892	0.3138310313	3.261868337
25		PAM	0.1022845656			0.4799071624	0.0320855615	0.9891891892	0.3160239241	1.804648039
26		CLARA	0.02862832573			0.5178941074	0.6844919786	0.7162098706	0.2948460975	2.029337223
27		BIRCH	0.0820734381			0.9520024874	0.3368983957	0.9678319277	0.3414717052	26.66947927
28		ROCK	0.3211174579			0.0002331422175	0.3422459893	0.5682323035	0.7910427217	1.000106312
29		DBSCAN	0.5264305405			5.81E-05	0.3475935829	0.571209316	1.158226154	0.9984985387
30		OPTICS	0.2729681611			0.1139858537	0.3529411765	0.5618396878	0.5035020482	1.008565322
31
32
33
34
35	[D,2]	Kmeans	0.4594227629			0.0001257303819	0.3225806452	0.5650744268	0.8502640524	0.7159505224
36		PAM	0.156490717			-0.0003412611862	0.3440860215	0.5650744268	0.2964431925	1.83171447
37		CLARA	0.01006084292			0.05669833742	0.4516129032	0.3730152367	0.3086169433	1.996673496
38		BIRCH	0.4594227629			0.0001257303819	0.3225806452	0.5650744268	0.8502640524	1.009014718
39		ROCK	0.4898384149			0.0001212966715	0.3279569892	0.5681507041	0.6364056544	0.9994423138
40		DBSCAN	0.5486102197			0.00264605864	0.3279569892	0.5711768521	0.8231614263	0.9988137349
41		OPTICS	0.4594227629			0.0001257303819	0.3333333333	0.5650744268	0.8502640524	1.009014718
42
43
44
45
46	[D,3]	Kmeans	0.2521244517			-0.0002331455965	0.3405405405	0.5647650743	0.7110141788	0.9739125416
47		PAM	0.05029845113			0.0685535304	0.372972973	0.5647650743	0.2417011061	2.117711346
48		CLARA	0.2766054008			0.0001278649127	0.3243243243	0.5618979927	0.2412550989	2.209527479
49		BIRCH	0.06281487165			0.2433283567	0.5513513514	0.5860309856	0.461831507	1.000170714
50		ROCK	0.03049473488			1.92E-06	0.3297297297	0.5679974311	0.505471573	1.000062639
51		DBSCAN	0.6549148337			0.04468735416	0.3351351351	0.5711776006	1.612530713	0.9992189724
52		OPTICS	0.2729681611			0.1139858537	0.3529411765	0.5618396878	0.5035020482	1.008565322
53
54
55
56
57	[Ir, 1]	Kmeans	0.4886587855			-0.0005692099956	0.3315508021	0.5525570391	0.5336633121	1.310174816
58		PAM	0.3972560123			-0.0003910142325	0.3368983957	0.5525570391	0.1800613937	1.965409136
59		CLARA	0.07175339242			-0.002630946644	0.3315508021	0.5041633817	0.159434661	2.491876917
60		BIRCH	0.4886587855			0.0005692099956	0.3262032086	0.5525570391	0.5336633121	1.428482216
61		ROCK	0.6840850524			0.0001137882441	0.3422459893	0.5680298694	0.8705297364	0.9998294475
62		DBSCAN	0.7086800334			1.57E-05	0.3475935829	0.5711086447	1.022878924	0.9993221509
63		OPTICS
64
65
66
67
68	[Ir,2]	Kmeans	0.07896511441			0.005339740706	0.3243243243	0.449081071	0.3050414072	2.630689487
69		PAM	0.04813951167			0.004202955292	0.372972973	0.449081071	0.157154228	2.275842391
70		CLARA	0.5451729981			0.007952253931	0.2864864865	0.4196791908	0.1537517571	1.924210917
71		BIRCH	0.5451729981			0.0002331455965	0.3297297297	0.5647650743	0.9214803861	1.154678262
72		ROCK	0.5946725641			0.0001753411847	0.3351351351	0.5678939896	0.8767683695	0.9999796191
73		DBSCAN	0.7086800334			1.57E-05	0.3475935829	0.5711086447	1.022878924	0.9993221509
74		OPTICS	0.2145681383			0.00326049345	0.3297297297	0.5584905006	0.3068463578	1.073822377
75
76
77
78
79	[Su,1]	Kmeans	0.1189134521			0.02008214494	0.4117647059	0.4651073466	0.276289803	2.355199813
80		PAM	0.2073837271			0.002880013232	0.3582887701	0.4651073466	0.2563199811	2.263383506
81		CLARA	0.02088175965			NA	NA	NA	NA	NA
82		BIRCH	0.2696585938			-0.001364992103	0.3315508021	0.5315433562	0.3661493367	1.097246862
83		ROCK	0.5331757705			0.0002950319297	0.3315508021	0.5682323035	0.499320465	0.9999680845
84		DBSCAN	0.5522679502			0.0322598233	0.3796791444	0.568013183	0.6916506969	1.011605774
85		OPTICS	0.5522679502			0.001936212352	0.3636363636	0.568013183	0.6916506969	1.011605774
86
87
88
89
90	[Su,2]	Kmeans	0.3326639315			0.5587087908	0.3243243243	0.7602691639	0.449022293	1.196968866
91		PAM	0.1871635007			0.4925667829	0.01081081081	0.7602691639	0.1777723404	1.672586162
92		CLARA	0.1871635007			NA	NA	NA	NA	NA
93		BIRCH	0.3326639315			0.5587087908	0.3243243243	0.7602691639	0.449022293	1.869847488
94		ROCK	0.3848538967			1.92E-06	0.3405405405	0.5679974311	0.4541244906	1.000725064
95		DBSCAN	0.5554874137			0.5309733611	0.3459459459	0.7314732128	0.9015016697	1.000573125
96		OPTICS
97
98
99
100