Bank Churn Experiments.xlsx

	A	B	C	D	E	F	G	I	J	K	L	M	N
1	Iteration	Split-Seed	K	Accuracy	Kappa	WTD Mean Recall	WTD Mean Precision
2	1	1	1	0.6481203008	0.002205778627	0.501097835	0.5011080475
3	2	1	2	0.6481203008	0.002205778627	0.501097835	0.5011080475	K	Average of Accuracy	Average of Kappa	Average of WTD Mean Recall	Average of WTD Mean Precision
4	3	1	3	0.7052631579	0.06042300428	0.5267501532	0.536200463	1	0.649674185	0.019931715	0.510126889	0.509826205
5	4	1	4	0.7112781955	0.07480942581	0.5329478145	0.5453093182	2	0.649674185	0.019931715	0.510126889	0.509826205
6	5	1	5	0.7187969925	0.02537756773	0.5103336908	0.5189596215	3	0.703759399	0.038019046	0.516607945	0.52354126	<<best k value
7	6	1	6	0.7308270677	0.06179310345	0.5250204248	0.5470588235	4	0.7039599	0.037653814	0.516432632	0.523382962
8	7	1	7	0.7308270677	-0.03161534662	0.4883578431	0.461722488	5	0.726766917	0.022745678	0.50901714	0.518895456
9	8	1	8	0.7383458647	0.01256165623	0.5046977124	0.5137590668	6	0.727518797	0.025885314	0.510269225	0.521332916
10	9	1	9	0.7368421053	-0.04094922046	0.4853898591	0.4358320251	7	0.73839599	0.000973628	0.500376583	0.500887059
11	10	1	10	0.7413533835	-0.0133423109	0.4951937806	0.4808435942	8	0.737944862	0.000223238	0.500083614	0.500188186
12	11	1	11	0.7458646617	-0.02500843647	0.4912492341	0.4515410717	9	0.748170426	-0.001541618	0.499468103	0.497392644
13	12	1	12	0.7473684211	-0.01561789786	0.4945172079	0.470912908	10	0.748621554	0.000645642	0.500219354	0.501991867
14	13	1	13	0.7488721805	-0.0195547395	0.4932023591	0.4587209302	11	0.754736842	-0.006453353	0.497774757	0.484054989
15	14	1	14	0.7473684211	-0.02229054573	0.4922257966	0.4549689441	12	0.754736842	-0.004264906	0.49853856	0.48785131
16	15	1	15	0.7669172932	0.02145535672	0.5072125204	0.586259542	13	0.758095238	-0.007080966	0.497587954	0.474370972
17	16	1	16	0.7639097744	0.008828974225	0.5029679841	0.5354961832	14	0.759298246	-0.0032175	0.498903867	0.491083816
18	17	1	17	0.7639097744	0.008828974225	0.5029679841	0.5354961832	15	0.763107769	0.000730935	0.50023212	0.50690461
19	18	1	18	0.7669172932	0.01473947829	0.5049211091	0.5733447489	16	0.763107769	-0.001329165	0.499544696	0.496972796
20	19	1	19	0.7654135338	0.004968443669	0.5016531352	0.5281155015	17	0.76406015	-0.002028121	0.499323002	0.488118454
21	20	1	20	0.7639097744	0.002026439298	0.5006765727	0.5100837139	18	0.764962406	0.000884351	0.500290841	0.508620515
22	21	2	1	0.645112782	-0.01567454924	0.4922704759	0.4920481706	19	0.766065163	0.000737353	0.500243183	0.502922446
23	22	2	2	0.645112782	-0.01567454924	0.4922704759	0.4920481706	20	0.765964912	0.00033512	0.500101699	0.501474557
24	23	2	3	0.7067669173	-0.0106304214	0.4956469567	0.4922028628
25	24	2	4	0.7007518797	-0.02562214696	0.4894492953	0.4815365025
26	25	2	5	0.7323308271	-0.01636557219	0.4939172283	0.4813750782
27	26	2	6	0.7308270677	-0.02523577796	0.4906492545	0.4707
28	27	2	7	0.7518796992	0.01218952277	0.5043211295	0.5203743831
29	28	2	8	0.7488721805	-0.006288453349	0.4977851818	0.4887220489
30	29	2	9	0.7563909774	0.007700385019	0.5026679943	0.5170278638
31	30	2	10	0.7563909774	0.001094132483	0.5003765829	0.502677923
32	31	2	11	0.7639097744	0.008828974225	0.5029679841	0.5354961832
33	32	2	12	0.7578947368	-0.01642379076	0.4944789114	0.4339694656
34	33	2	13	0.769924812	0.01391729097	0.5045828227	0.6357791225
35	34	2	14	0.7669172932	0.001027320921	0.5003382864	0.5100226929
36	35	2	15	0.7714285714	0.01694189959	0.5055593852	0.719284995
37	36	2	16	0.7669172932	-0.005972887774	0.498046875	0.3846153846
38	37	2	17	0.769924812	0	0.5	0.384962406
39	38	2	18	0.7684210526	-0.002996944292	0.4990234375	0.3847891566
40	39	2	19	0.7684210526	-0.002996944292	0.4990234375	0.3847891566
41	40	2	20	0.7684210526	-0.002996944292	0.4990234375	0.3847891566
42	41	3	1	0.6165413534	-0.04177545692	0.4782986111	0.4797979798
43	42	3	2	0.6165413534	-0.04177545692	0.4782986111	0.4797979798
44	43	3	3	0.6766917293	-0.002130776402	0.4990298203	0.4987900786
45	44	3	4	0.6842105263	0.003624480943	0.5016212214	0.5021270894
46	45	3	5	0.7127819549	0.03704293372	0.5155930862	0.5250286862
47	46	3	6	0.7082706767	0.01386595732	0.5057891646	0.5095869271
48	47	3	7	0.7353383459	0.0366285291	0.5142016442	0.5331594635
49	48	3	8	0.7293233083	0.02052238806	0.5080039828	0.5180921053
50	49	3	9	0.7443609023	0.02329238159	0.5086039624	0.5276071107
51	50	3	10	0.7413533835	0.01789394148	0.5066508374	0.5203642902
52	51	3	11	0.7458646617	-0.01175739789	0.4958320568	0.4803478994
53	52	3	12	0.7488721805	2.16E-04	0.5000765931	0.5003611412
54	53	3	13	0.7639097744	0.02869130795	0.5098422181	0.5742488444
55	54	3	14	0.7593984962	0.03274485918	0.5114953533	0.5609846946
56	55	3	15	0.7578947368	-0.009542398612	0.4967703227	0.4677131189
57	56	3	16	0.7563909774	-0.005600672081	0.4980851716	0.4846153846
58	57	3	17	0.7609022556	-0.01767100742	0.494140625	0.3839150228
59	58	3	18	0.762406015	-8.95E-04	0.4997000102	0.4960196477
60	59	3	19	0.7609022556	-0.01068659969	0.4964320364	0.4468226788
61	60	3	20	0.7609022556	-0.003797408269	0.4987234477	0.4847328244
62	61	4	1	0.630075188	-0.02076599568	0.489379085	0.4898320827
63	62	4	2	0.630075188	-0.02076599568	0.489379085	0.4898320827
64	63	4	3	0.6887218045	-0.02138410512	0.4908024408	0.4863324228
65	64	4	4	0.6872180451	-0.01818181818	0.4921172896	0.4885964912
66	65	4	5	0.7323308271	0.04818192052	0.5191227533	0.5394979697
67	66	4	6	0.7248120301	0.02426215313	0.5096571181	0.5196677413
68	67	4	7	0.7413533835	0.005633410996	0.5020680147	0.5069719401
69	68	4	8	0.7428571429	0.02660435017	0.5099188113	0.5296950241
70	69	4	9	0.754887218	-0.001737410704	0.4994000204	0.4959642796
71	70	4	10	0.7609022556	0.02928620611	0.5101805045	0.5618217054
72	71	4	11	0.7533834586	-0.01123803872	0.4961320466	0.4724945534
73	72	4	12	0.754887218	-0.001737410704	0.4994000204	0.4959642796
74	73	4	13	0.7639097744	-0.01186264913	0.49609375	0.3842662632
75	74	4	14	0.7654135338	0.004968443669	0.5016531352	0.5281155015
76	75	4	15	0.7714285714	0.01694189959	0.5055593852	0.719284995
77	76	4	16	0.769924812	0.007007407552	0.5022914114	0.6353695324
78	77	4	17	0.7669172932	-0.005972887774	0.498046875	0.3846153846
79	78	4	18	0.769924812	0.007007407552	0.5022914114	0.6353695324
80	79	4	19	0.769924812	0	0.5	0.384962406
81	80	4	20	0.769924812	0	0.5	0.384962406
82	81	5	1	0.6315789474	-0.01889895749	0.4903556475	0.4907284687
83	82	5	2	0.6315789474	-0.01889895749	0.4903556475	0.4907284687
84	83	5	3	0.6977443609	0.01867717992	0.5081188725	0.5116432337
85	84	5	4	0.6947368421	0.008912773752	0.5038743362	0.5055561658
86	85	5	5	0.7157894737	-0.03148158787	0.4877578636	0.4718801314
87	86	5	6	0.7052631579	-0.04806934594	0.4809219261	0.4605943152
88	87	5	7	0.7278195489	-0.04314177507	0.4841133068	0.4477671451
89	88	5	8	0.7233082707	-0.04418767387	0.4834750306	0.4516002393
90	89	5	9	0.7398496241	-0.03570431855	0.4873429841	0.4403214157
91	90	5	10	0.7413533835	-0.03305635838	0.4883195466	0.4428125
92	91	5	11	0.7443609023	-0.03446067128	0.4879812602	0.4303830228
93	92	5	12	0.7443609023	-0.03446067128	0.4879812602	0.4303830228
94	93	5	13	0.7488721805	-0.0195547395	0.4932023591	0.4587209302
95	94	5	14	0.7488721805	-0.03317548772	0.4886195364	0.4141467643
96	95	5	15	0.7563909774	-0.0192631559	0.4935023489	0.4292465944
97	96	5	16	0.7563909774	-0.0192631559	0.4935023489	0.4292465944
98	97	5	17	0.7639097744	0.002026439298	0.5006765727	0.5100837139
99	98	5	18	0.7609022556	-0.01068659969	0.4964320364	0.4468226788
100	99	5	19	0.7654135338	-0.00193162063	0.4993617239	0.4848484848