results.txt

Single hidden layer:
My Summary for case k=1: I can’t see any pattern.   :(
My Summary for case k=2,3,4,5: It seems as if VC=(h-1)(k-1)+k+1 and M=2VC.

k=1:
h	VC	M	comment
1	2	4	confirms theory
2	3	5 	
3	4	6
4	4	6
5	4	6
6	4	7	
7	4	7
8	4	8

k=2:
h	VC	M	comment
1	3	6	previously calculated and clear from theory
2	4	7 	I think, the MacKay dimension should be 8 but not sure.
3	5	10
4	6	12
5	7	14
6	7	14	(8, 2, 6, 250, 0.9765625) -> VC-Dimension should/could be 8 with more repetitions. 
			The Mackay dimension cannot be correct, because it should at least improve by 1.
			With more repetitions, 16 could be realistically reached.
7	8	16	(9, 2, 7, 250, 0.9765625) -> VC-Dimension should/could be 9 with more repetitions. 
			The Mackay dimension only slightly missed 17 and is probably 18.
8	7	17	(8, 2, 8, 254, 0.9921875), (9, 2, 8, 246, 0.9609375), (10, 2, 8, 242, 0.9453125)  -> VC-Dimension should/could be 10 with more repetitions.

k=3:
h	VC	M	comment
1	4	8	previously calculated and clear from theory
2	6	13
3	7	15	VC dimension could be 8. (8, 3, 3, 248, 0.96875)
4	9	18	VC dimension could be 10. (10, 3, 4, 252, 0.984375)
5	9	19	VC dimension could be 12. (12, 3, 5, 248, 0.96875)
6	12	24	VC is definitely at least 13 but could be even 14 or 15. (13, 3, 6, 254, 0.9921875)(14, 3, 6, 248, 0.96875)(15, 3, 6, 252, 0.984375)
7	12	26	VC is definitely at least 13 but could be even 16. (16, 3, 7, 252, 0.984375)
8	12	27	VC is definitely at least 13 but could be even 18. (17, 3, 8, 244, 0.953125)(18, 3, 8, 234, 0.9140625)

k=4:
h	VC	M	comment
1	5	10	confirms theory
2	7	16	VC=8 could be possible (8, 4, 2, 244, 0.953125).
3	9	20	VC=11 could be possible (10, 4, 3, 252, 0.98437x5)(11, 4, 3, 248, 0.96875), MC=22 is realistic
4	12	25	VC=14 could be possible (13, 4, 4, 254, 0.9921875)(14, 4, 4, 248, 0.96875)(15, 4, 4, 250, 0.9765625)(16, 4, 4, 242, 0.9453125)
5	14	28	VC=17 very probable, 15-18 possible (15, 4, 5, 254, 0.9921875)(16, 4, 5, 254, 0.9921875)(17, 4, 5, 252, 0.984375)(18, 4, 5, 246, 0.9609375), MC at least 29
6	16	31	VC=20 definitely possible (20, 4, 6, 248, 0.96875)(17, 4, 6, 254, 0.9921875)(18, 4, 6, 252, 0.984375)(19, 4, 6, 250, 0.9765625)
7	20	37	VC=23 definitely possible (23, 4, 7, 252, 0.984375)(22, 4, 7, 254, 0.9921875) (21, 4, 7, 254, 0.9921875)
8	25	>39	VC=26 definitely possible (26, 4, 8, 248, 0.96875), MC out of examined area.

k=5:
h	VC	M	comments
1	6	12	confirms theory
2	7	18	(10, 5, 2, 234, 0.9140625)(9, 5, 2, 250, 0.9765625)(8, 5, 2, 252, 0.984375)
3	11	25	(14, 5, 3, 250, 0.9765625)(13, 5, 3, 252, 0.984375)(12, 5, 3, 254, 0.9921875)
4	15	31	(18, 5, 4, 252, 0.984375)(19, 5, 4, 246, 0.9609375)(17, 5, 4, 250, 0.9765625)(16, 5, 4, 254, 0.9921875)
5	18	37	(22, 5, 5, 250, 0.9765625)(21, 5, 5, 254, 0.9921875)(20, 5, 5, 252, 0.984375)(19, 5, 5, 252, 0.984375)
6	22	>39	(26, 5, 6, 252, 0.984375)(28, 5, 6, 248, 0.96875)(27, 5, 6, 246, 0.9609375)(25, 5, 6, 252, 0.984375)(24, 5, 6, 254, 0.9921875)(23, 5, 6, 254, 0.9921875)
7	28	>39	(30, 5, 7, 254, 0.9921875)(33, 5, 7, 252, 0.984375)(32, 5, 7, 250, 0.9765625)(31, 5, 7, 250, 0.9765625)(29, 5, 7, 254, 0.9921875)
8	30	>39	(34, 5, 8, 250, 0.9765625)(33, 5, 8, 252, 0.984375)(32, 5, 8, 252, 0.984375)(31, 5, 8, 254, 0.9921875)


-----------------


detailed results:

('n', 'k', 'h', 'successful classifications', 'rate')
(1, 1, 1, 2, 1.0)
(2, 1, 1, 4, 1.0)
(3, 1, 1, 6, 0.75)
(4, 1, 1, 8, 0.5)
(5, 1, 1, 10, 0.3125)
KVC(0.5): (4, 1, 1)

(1, 1, 2, 2, 1.0)
(2, 1, 2, 4, 1.0)
(3, 1, 2, 8, 1.0)
(4, 1, 2, 12, 0.75, 'intermediate', 2, 0.625)
(4, 1, 2, 14, 0.875, 'intermediate', 17, 0.75)
(4, 1, 2, 14, 0.875)
(5, 1, 2, 16, 0.5, 'intermediate', 1, 0.4375)
(5, 1, 2, 18, 0.5625, 'intermediate', 3, 0.5)
(5, 1, 2, 18, 0.5625)
(6, 1, 2, 24, 0.375, 'intermediate', 1, 0.34375)
(6, 1, 2, 26, 0.40625, 'intermediate', 11, 0.375)
(6, 1, 2, 26, 0.40625)
KVC(0.5): (5, 1, 2)

(1, 1, 3, 2, 1.0)
(2, 1, 3, 4, 1.0)
(3, 1, 3, 8, 1.0)
(4, 1, 3, 14, 0.875, 'intermediate', 1, 0.625)
(4, 1, 3, 16, 1.0)
(5, 1, 3, 22, 0.6875, 'intermediate', 1, 0.625)
(5, 1, 3, 24, 0.75, 'intermediate', 6, 0.6875)
(5, 1, 3, 24, 0.75)
(6, 1, 3, 34, 0.53125, 'intermediate', 1, 0.46875)
(6, 1, 3, 36, 0.5625, 'intermediate', 5, 0.53125)
(6, 1, 3, 38, 0.59375, 'intermediate', 17, 0.5625)
(6, 1, 3, 38, 0.59375)
(7, 1, 3, 46, 0.359375, 'intermediate', 1, 0.328125)
(7, 1, 3, 50, 0.390625, 'intermediate', 3, 0.359375)
(7, 1, 3, 52, 0.40625, 'intermediate', 12, 0.390625)
(7, 1, 3, 52, 0.40625)
KVC(0.5): (6, 1, 3)

(1, 1, 4, 2, 1.0)
(2, 1, 4, 4, 1.0)
(3, 1, 4, 8, 1.0)
(4, 1, 4, 14, 0.875, 'intermediate', 1, 0.75)
(4, 1, 4, 16, 1.0)
(5, 1, 4, 22, 0.6875, 'intermediate', 1, 0.5)
(5, 1, 4, 22, 0.6875)
(6, 1, 4, 32, 0.5, 'intermediate', 1, 0.40625)
(6, 1, 4, 36, 0.5625, 'intermediate', 12, 0.5)
(6, 1, 4, 36, 0.5625)
(7, 1, 4, 40, 0.3125, 'intermediate', 1, 0.296875)
(7, 1, 4, 42, 0.328125, 'intermediate', 3, 0.3125)
(7, 1, 4, 44, 0.34375, 'intermediate', 6, 0.328125)
(7, 1, 4, 46, 0.359375, 'intermediate', 8, 0.34375)
(7, 1, 4, 48, 0.375, 'intermediate', 12, 0.359375)
(7, 1, 4, 48, 0.375)
KVC(0.5): (6, 1, 4)

(1, 1, 5, 2, 1.0)
(2, 1, 5, 4, 1.0)
(3, 1, 5, 8, 1.0)
(4, 1, 5, 14, 0.875, 'intermediate', 1, 0.75)
(4, 1, 5, 16, 1.0)
(5, 1, 5, 28, 0.875, 'intermediate', 1, 0.5)
(5, 1, 5, 28, 0.875)
(6, 1, 5, 40, 0.625, 'intermediate', 1, 0.40625)
(6, 1, 5, 42, 0.65625, 'intermediate', 12, 0.625)
(6, 1, 5, 42, 0.65625)
(7, 1, 5, 58, 0.453125, 'intermediate', 1, 0.3125)
(7, 1, 5, 62, 0.484375, 'intermediate', 15, 0.453125)
(7, 1, 5, 62, 0.484375)
KVC(0.5): (6, 1, 5)

(1, 1, 6, 2, 1.0)
(2, 1, 6, 4, 1.0)
(3, 1, 6, 8, 1.0)
(4, 1, 6, 16, 1.0)
(5, 1, 6, 24, 0.75, 'intermediate', 1, 0.6875)
(5, 1, 6, 30, 0.9375, 'intermediate', 6, 0.75)
(5, 1, 6, 30, 0.9375)
(6, 1, 6, 42, 0.65625, 'intermediate', 1, 0.53125)
(6, 1, 6, 44, 0.6875, 'intermediate', 6, 0.65625)
(6, 1, 6, 44, 0.6875)
(7, 1, 6, 56, 0.4375, 'intermediate', 1, 0.34375)
(7, 1, 6, 62, 0.484375, 'intermediate', 3, 0.4375)
(7, 1, 6, 70, 0.546875, 'intermediate', 8, 0.484375)
(7, 1, 6, 70, 0.546875)
(8, 1, 6, 78, 0.3046875, 'intermediate', 1, 0.28125)
(8, 1, 6, 86, 0.3359375, 'intermediate', 3, 0.3046875)
(8, 1, 6, 98, 0.3828125, 'intermediate', 6, 0.3359375)
(8, 1, 6, 104, 0.40625, 'intermediate', 12, 0.3828125)
(8, 1, 6, 104, 0.40625)
KVC(0.5): (7, 1, 6)

(1, 1, 7, 2, 1.0)
(2, 1, 7, 4, 1.0)
(3, 1, 7, 8, 1.0)
(4, 1, 7, 14, 0.875, 'intermediate', 1, 0.625)
(4, 1, 7, 16, 1.0)
(5, 1, 7, 26, 0.8125, 'intermediate', 1, 0.6875)
(5, 1, 7, 30, 0.9375, 'intermediate', 6, 0.8125)
(5, 1, 7, 30, 0.9375)
(6, 1, 7, 48, 0.75, 'intermediate', 1, 0.5625)
(6, 1, 7, 50, 0.78125, 'intermediate', 12, 0.75)
(6, 1, 7, 50, 0.78125)
(7, 1, 7, 62, 0.484375, 'intermediate', 1, 0.34375)
(7, 1, 7, 64, 0.5, 'intermediate', 3, 0.484375)
(7, 1, 7, 66, 0.515625, 'intermediate', 5, 0.5)
(7, 1, 7, 80, 0.625, 'intermediate', 6, 0.515625)
(7, 1, 7, 80, 0.625)
(8, 1, 7, 108, 0.421875, 'intermediate', 1, 0.3046875)
(8, 1, 7, 118, 0.4609375, 'intermediate', 6, 0.421875)
(8, 1, 7, 124, 0.484375, 'intermediate', 12, 0.4609375)
(8, 1, 7, 124, 0.484375)
KVC(0.5): (7, 1, 7)

(1, 1, 8, 2, 1.0)
(2, 1, 8, 4, 1.0)
(3, 1, 8, 8, 1.0)
(4, 1, 8, 16, 1.0)
(5, 1, 8, 26, 0.8125, 'intermediate', 1, 0.75)
(5, 1, 8, 28, 0.875, 'intermediate', 5, 0.8125)
(5, 1, 8, 30, 0.9375, 'intermediate', 6, 0.875)
(5, 1, 8, 30, 0.9375)
(6, 1, 8, 48, 0.75, 'intermediate', 1, 0.59375)
(6, 1, 8, 54, 0.84375, 'intermediate', 6, 0.75)
(6, 1, 8, 54, 0.84375)
(7, 1, 8, 70, 0.546875, 'intermediate', 1, 0.40625)
(7, 1, 8, 82, 0.640625, 'intermediate', 6, 0.546875)
(7, 1, 8, 82, 0.640625)
(8, 1, 8, 112, 0.4375, 'intermediate', 1, 0.3046875)
(8, 1, 8, 118, 0.4609375, 'intermediate', 3, 0.4375)
(8, 1, 8, 136, 0.53125, 'intermediate', 6, 0.4609375)
(8, 1, 8, 136, 0.53125)
(9, 1, 8, 74, 0.2890625, 'intermediate', 1, 0.2578125)
(9, 1, 8, 84, 0.328125, 'intermediate', 3, 0.2890625)
(9, 1, 8, 98, 0.3828125, 'intermediate', 5, 0.328125)
(9, 1, 8, 100, 0.390625, 'intermediate', 12, 0.3828125)
(9, 1, 8, 100, 0.390625)
KVC(0.5): (8, 1, 8)

('n', 'k', 'h', 'successful classifications', 'rate')
(1, 2, 2, 2, 1.0)
(2, 2, 2, 4, 1.0)
(3, 2, 2, 8, 1.0)
(4, 2, 2, 16, 1.0)
(5, 2, 2, 28, 0.875, 'intermediate', 5, 0.8125)
(5, 2, 2, 28, 0.875)
(6, 2, 2, 44, 0.6875, 'intermediate', 7, 0.625)
(6, 2, 2, 46, 0.71875, 'intermediate', 8, 0.6875)
(6, 2, 2, 50, 0.78125, 'intermediate', 10, 0.71875)
(6, 2, 2, 50, 0.78125)
(7, 2, 2, 82, 0.640625, 'intermediate', 7, 0.53125)
(7, 2, 2, 82, 0.640625)
(8, 2, 2, 104, 0.40625, 'intermediate', 3, 0.375)
(8, 2, 2, 114, 0.4453125, 'intermediate', 7, 0.40625)
(8, 2, 2, 118, 0.4609375, 'intermediate', 10, 0.4453125)
(8, 2, 2, 122, 0.4765625, 'intermediate', 17, 0.4609375)
(8, 2, 2, 122, 0.4765625)
KVC(0.5): (7, 2, 2)

(1, 2, 3, 2, 1.0)
(2, 2, 3, 4, 1.0)
(3, 2, 3, 8, 1.0)
(4, 2, 3, 16, 1.0)
(5, 2, 3, 32, 1.0)
(6, 2, 3, 56, 0.875, 'intermediate', 4, 0.84375)
(6, 2, 3, 60, 0.9375, 'intermediate', 7, 0.875)
(6, 2, 3, 62, 0.96875, 'intermediate', 11, 0.9375)
(6, 2, 3, 62, 0.96875)
(7, 2, 3, 100, 0.78125, 'intermediate', 3, 0.75)
(7, 2, 3, 112, 0.875, 'intermediate', 4, 0.78125)
(7, 2, 3, 112, 0.875)
(8, 2, 3, 156, 0.609375, 'intermediate', 1, 0.6015625)
(8, 2, 3, 172, 0.671875, 'intermediate', 2, 0.609375)
(8, 2, 3, 176, 0.6875, 'intermediate', 3, 0.671875)
(8, 2, 3, 186, 0.7265625, 'intermediate', 4, 0.6875)
(8, 2, 3, 202, 0.7890625, 'intermediate', 7, 0.7265625)
(8, 2, 3, 208, 0.8125, 'intermediate', 10, 0.7890625)
(8, 2, 3, 208, 0.8125)
(9, 2, 3, 144, 0.5625, 'intermediate', 2, 0.515625)
(9, 2, 3, 146, 0.5703125, 'intermediate', 3, 0.5625)
(9, 2, 3, 178, 0.6953125, 'intermediate', 4, 0.5703125)
(9, 2, 3, 180, 0.703125, 'intermediate', 11, 0.6953125)
(9, 2, 3, 180, 0.703125)
(10, 2, 3, 118, 0.4609375, 'intermediate', 2, 0.4375)
(10, 2, 3, 130, 0.5078125, 'intermediate', 3, 0.4609375)
(10, 2, 3, 142, 0.5546875, 'intermediate', 4, 0.5078125)
(10, 2, 3, 158, 0.6171875, 'intermediate', 11, 0.5546875)
(10, 2, 3, 158, 0.6171875)
(11, 2, 3, 120, 0.46875, 'intermediate', 4, 0.421875)
(11, 2, 3, 126, 0.4921875, 'intermediate', 7, 0.46875)
(11, 2, 3, 126, 0.4921875)
KVC(0.5): (10, 2, 3)

(1, 2, 4, 2, 1.0)
(2, 2, 4, 4, 1.0)
(3, 2, 4, 8, 1.0)
(4, 2, 4, 16, 1.0)
(5, 2, 4, 32, 1.0)
(6, 2, 4, 64, 1.0)
(7, 2, 4, 110, 0.859375, 'intermediate', 1, 0.84375)
(7, 2, 4, 112, 0.875, 'intermediate', 4, 0.859375)
(7, 2, 4, 120, 0.9375, 'intermediate', 7, 0.875)
(7, 2, 4, 122, 0.953125, 'intermediate', 10, 0.9375)
(7, 2, 4, 122, 0.953125)
(8, 2, 4, 196, 0.765625, 'intermediate', 1, 0.7421875)
(8, 2, 4, 200, 0.78125, 'intermediate', 2, 0.765625)
(8, 2, 4, 222, 0.8671875, 'intermediate', 4, 0.78125)
(8, 2, 4, 230, 0.8984375, 'intermediate', 7, 0.8671875)
(8, 2, 4, 236, 0.921875, 'intermediate', 10, 0.8984375)
(8, 2, 4, 236, 0.921875)
(9, 2, 4, 190, 0.7421875, 'intermediate', 2, 0.671875)
(9, 2, 4, 220, 0.859375, 'intermediate', 4, 0.7421875)
(9, 2, 4, 220, 0.859375)
(10, 2, 4, 164, 0.640625, 'intermediate', 2, 0.6171875)
(10, 2, 4, 184, 0.71875, 'intermediate', 4, 0.640625)
(10, 2, 4, 200, 0.78125, 'intermediate', 11, 0.71875)
(10, 2, 4, 200, 0.78125)
(11, 2, 4, 170, 0.6640625, 'intermediate', 4, 0.5859375)
(11, 2, 4, 170, 0.6640625)
(12, 2, 4, 116, 0.453125, 'intermediate', 2, 0.4453125)
(12, 2, 4, 138, 0.5390625, 'intermediate', 4, 0.453125)
(12, 2, 4, 152, 0.59375, 'intermediate', 10, 0.5390625)
(12, 2, 4, 152, 0.59375)
(13, 2, 4, 102, 0.3984375, 'intermediate', 3, 0.328125)
(13, 2, 4, 116, 0.453125, 'intermediate', 4, 0.3984375)
(13, 2, 4, 116, 0.453125)
KVC(0.5): (12, 2, 4)

(1, 2, 5, 2, 1.0)
(2, 2, 5, 4, 1.0)
(3, 2, 5, 8, 1.0)
(4, 2, 5, 16, 1.0)
(5, 2, 5, 32, 1.0)
(6, 2, 5, 64, 1.0)
(7, 2, 5, 120, 0.9375, 'intermediate', 1, 0.90625)
(7, 2, 5, 122, 0.953125, 'intermediate', 2, 0.9375)
(7, 2, 5, 124, 0.96875, 'intermediate', 4, 0.953125)
(7, 2, 5, 128, 1.0)
(8, 2, 5, 226, 0.8828125, 'intermediate', 1, 0.8359375)
(8, 2, 5, 236, 0.921875, 'intermediate', 4, 0.8828125)
(8, 2, 5, 242, 0.9453125, 'intermediate', 9, 0.921875)
(8, 2, 5, 244, 0.953125, 'intermediate', 10, 0.9453125)
(8, 2, 5, 244, 0.953125)
(9, 2, 5, 218, 0.8515625, 'intermediate', 2, 0.7734375)
(9, 2, 5, 236, 0.921875, 'intermediate', 4, 0.8515625)
(9, 2, 5, 236, 0.921875)
(10, 2, 5, 212, 0.828125, 'intermediate', 2, 0.6875)
(10, 2, 5, 218, 0.8515625, 'intermediate', 4, 0.828125)
(10, 2, 5, 222, 0.8671875, 'intermediate', 11, 0.8515625)
(10, 2, 5, 222, 0.8671875)
(11, 2, 5, 178, 0.6953125, 'intermediate', 2, 0.6796875)
(11, 2, 5, 200, 0.78125, 'intermediate', 4, 0.6953125)
(11, 2, 5, 200, 0.78125)
(12, 2, 5, 144, 0.5625, 'intermediate', 2, 0.5390625)
(12, 2, 5, 172, 0.671875, 'intermediate', 4, 0.5625)
(12, 2, 5, 176, 0.6875, 'intermediate', 9, 0.671875)
(12, 2, 5, 176, 0.6875)
(13, 2, 5, 124, 0.484375, 'intermediate', 3, 0.4453125)
(13, 2, 5, 156, 0.609375, 'intermediate', 4, 0.484375)
(13, 2, 5, 156, 0.609375)
(14, 2, 5, 108, 0.421875, 'intermediate', 2, 0.4140625)
(14, 2, 5, 148, 0.578125, 'intermediate', 4, 0.421875)
(14, 2, 5, 148, 0.578125)
(15, 2, 5, 98, 0.3828125, 'intermediate', 2, 0.359375)
(15, 2, 5, 112, 0.4375, 'intermediate', 4, 0.3828125)
(15, 2, 5, 116, 0.453125, 'intermediate', 17, 0.4375)
(15, 2, 5, 116, 0.453125)
KVC(0.5): (14, 2, 5)

(1, 2, 6, 2, 1.0)
(2, 2, 6, 4, 1.0)
(3, 2, 6, 8, 1.0)
(4, 2, 6, 16, 1.0)
(5, 2, 6, 32, 1.0)
(6, 2, 6, 64, 1.0)
(7, 2, 6, 122, 0.953125, 'intermediate', 1, 0.90625)
(7, 2, 6, 124, 0.96875, 'intermediate', 3, 0.953125)
(7, 2, 6, 128, 1.0)
(8, 2, 6, 238, 0.9296875, 'intermediate', 1, 0.8515625)
(8, 2, 6, 242, 0.9453125, 'intermediate', 5, 0.9296875)
(8, 2, 6, 250, 0.9765625, 'intermediate', 10, 0.9453125)
(8, 2, 6, 250, 0.9765625)
(9, 2, 6, 216, 0.84375, 'intermediate', 3, 0.8046875)
(9, 2, 6, 234, 0.9140625, 'intermediate', 4, 0.84375)
(9, 2, 6, 238, 0.9296875, 'intermediate', 11, 0.9140625)
(9, 2, 6, 238, 0.9296875)
(10, 2, 6, 208, 0.8125, 'intermediate', 2, 0.6875)
(10, 2, 6, 226, 0.8828125, 'intermediate', 4, 0.8125)
(10, 2, 6, 226, 0.8828125)
(11, 2, 6, 210, 0.8203125, 'intermediate', 4, 0.7265625)
(11, 2, 6, 210, 0.8203125)
(12, 2, 6, 154, 0.6015625, 'intermediate', 2, 0.59375)
(12, 2, 6, 188, 0.734375, 'intermediate', 4, 0.6015625)
(12, 2, 6, 198, 0.7734375, 'intermediate', 10, 0.734375)
(12, 2, 6, 198, 0.7734375)
(13, 2, 6, 142, 0.5546875, 'intermediate', 3, 0.515625)
(13, 2, 6, 170, 0.6640625, 'intermediate', 4, 0.5546875)
(13, 2, 6, 170, 0.6640625)
(14, 2, 6, 120, 0.46875, 'intermediate', 2, 0.4375)
(14, 2, 6, 160, 0.625, 'intermediate', 4, 0.46875)
(14, 2, 6, 160, 0.625)
(15, 2, 6, 122, 0.4765625, 'intermediate', 4, 0.3828125)
(15, 2, 6, 122, 0.4765625)
KVC(0.5): (14, 2, 6)

(1, 2, 7, 2, 1.0)
(2, 2, 7, 4, 1.0)
(3, 2, 7, 8, 1.0)
(4, 2, 7, 16, 1.0)
(5, 2, 7, 32, 1.0)
(6, 2, 7, 64, 1.0)
(7, 2, 7, 122, 0.953125, 'intermediate', 1, 0.921875)
(7, 2, 7, 124, 0.96875, 'intermediate', 6, 0.953125)
(7, 2, 7, 128, 1.0)
(8, 2, 7, 238, 0.9296875, 'intermediate', 1, 0.8671875)
(8, 2, 7, 244, 0.953125, 'intermediate', 4, 0.9296875)
(8, 2, 7, 250, 0.9765625, 'intermediate', 7, 0.953125)
(8, 2, 7, 256, 1.0)
(9, 2, 7, 224, 0.875, 'intermediate', 2, 0.84375)
(9, 2, 7, 250, 0.9765625, 'intermediate', 4, 0.875)
(9, 2, 7, 250, 0.9765625)
(10, 2, 7, 212, 0.828125, 'intermediate', 2, 0.765625)
(10, 2, 7, 238, 0.9296875, 'intermediate', 4, 0.828125)
(10, 2, 7, 242, 0.9453125, 'intermediate', 11, 0.9296875)
(10, 2, 7, 242, 0.9453125)
(11, 2, 7, 206, 0.8046875, 'intermediate', 2, 0.7421875)
(11, 2, 7, 216, 0.84375, 'intermediate', 4, 0.8046875)
(11, 2, 7, 220, 0.859375, 'intermediate', 9, 0.84375)
(11, 2, 7, 220, 0.859375)
(12, 2, 7, 176, 0.6875, 'intermediate', 2, 0.671875)
(12, 2, 7, 204, 0.796875, 'intermediate', 4, 0.6875)
(12, 2, 7, 208, 0.8125, 'intermediate', 10, 0.796875)
(12, 2, 7, 208, 0.8125)
(13, 2, 7, 166, 0.6484375, 'intermediate', 2, 0.640625)
(13, 2, 7, 192, 0.75, 'intermediate', 4, 0.6484375)
(13, 2, 7, 196, 0.765625, 'intermediate', 10, 0.75)
(13, 2, 7, 196, 0.765625)
(14, 2, 7, 168, 0.65625, 'intermediate', 4, 0.5703125)
(14, 2, 7, 170, 0.6640625, 'intermediate', 9, 0.65625)
(14, 2, 7, 170, 0.6640625)
(15, 2, 7, 136, 0.53125, 'intermediate', 2, 0.421875)
(15, 2, 7, 152, 0.59375, 'intermediate', 4, 0.53125)
(15, 2, 7, 152, 0.59375)
(16, 2, 7, 128, 0.5, 'intermediate', 4, 0.375)
(16, 2, 7, 132, 0.515625, 'intermediate', 13, 0.5)
(16, 2, 7, 132, 0.515625)
(17, 2, 7, 74, 0.2890625, 'intermediate', 2, 0.28125)
(17, 2, 7, 84, 0.328125, 'intermediate', 3, 0.2890625)
(17, 2, 7, 126, 0.4921875, 'intermediate', 4, 0.328125)
(17, 2, 7, 126, 0.4921875)
KVC(0.5): (16, 2, 7)

(1, 2, 8, 2, 1.0)
(2, 2, 8, 4, 1.0)
(3, 2, 8, 8, 1.0)
(4, 2, 8, 16, 1.0)
(5, 2, 8, 32, 1.0)
(6, 2, 8, 64, 1.0)
(7, 2, 8, 124, 0.96875, 'intermediate', 5, 0.953125)
(7, 2, 8, 126, 0.984375, 'intermediate', 6, 0.96875)
(7, 2, 8, 128, 1.0)
(8, 2, 8, 232, 0.90625, 'intermediate', 1, 0.8984375)
(8, 2, 8, 242, 0.9453125, 'intermediate', 3, 0.90625)
(8, 2, 8, 248, 0.96875, 'intermediate', 5, 0.9453125)
(8, 2, 8, 250, 0.9765625, 'intermediate', 7, 0.96875)
(8, 2, 8, 254, 0.9921875, 'intermediate', 10, 0.9765625)
(8, 2, 8, 254, 0.9921875)
(9, 2, 8, 224, 0.875, 'intermediate', 2, 0.8671875)
(9, 2, 8, 232, 0.90625, 'intermediate', 3, 0.875)
(9, 2, 8, 242, 0.9453125, 'intermediate', 4, 0.90625)
(9, 2, 8, 244, 0.953125, 'intermediate', 10, 0.9453125)
(9, 2, 8, 246, 0.9609375, 'intermediate', 11, 0.953125)
(9, 2, 8, 246, 0.9609375)
(10, 2, 8, 222, 0.8671875, 'intermediate', 2, 0.796875)
(10, 2, 8, 238, 0.9296875, 'intermediate', 4, 0.8671875)
(10, 2, 8, 242, 0.9453125, 'intermediate', 11, 0.9296875)
(10, 2, 8, 242, 0.9453125)
(11, 2, 8, 214, 0.8359375, 'intermediate', 2, 0.828125)
(11, 2, 8, 228, 0.890625, 'intermediate', 4, 0.8359375)
(11, 2, 8, 228, 0.890625)
(12, 2, 8, 186, 0.7265625, 'intermediate', 3, 0.7109375)
(12, 2, 8, 228, 0.890625, 'intermediate', 4, 0.7265625)
(12, 2, 8, 234, 0.9140625, 'intermediate', 13, 0.890625)
(12, 2, 8, 234, 0.9140625)
(13, 2, 8, 200, 0.78125, 'intermediate', 4, 0.6640625)
(13, 2, 8, 200, 0.78125)
(14, 2, 8, 188, 0.734375, 'intermediate', 4, 0.625)
(14, 2, 8, 188, 0.734375)
(15, 2, 8, 134, 0.5234375, 'intermediate', 1, 0.4921875)
(15, 2, 8, 156, 0.609375, 'intermediate', 4, 0.5234375)
(15, 2, 8, 166, 0.6484375, 'intermediate', 13, 0.609375)
(15, 2, 8, 166, 0.6484375)
(16, 2, 8, 156, 0.609375, 'intermediate', 4, 0.484375)
(16, 2, 8, 162, 0.6328125, 'intermediate', 13, 0.609375)
(16, 2, 8, 162, 0.6328125)
(17, 2, 8, 98, 0.3828125, 'intermediate', 3, 0.359375)
(17, 2, 8, 124, 0.484375, 'intermediate', 4, 0.3828125)
(17, 2, 8, 128, 0.5, 'intermediate', 13, 0.484375)
(17, 2, 8, 128, 0.5)
(18, 2, 8, 90, 0.3515625, 'intermediate', 1, 0.34375)
(18, 2, 8, 96, 0.375, 'intermediate', 4, 0.3515625)
(18, 2, 8, 104, 0.40625, 'intermediate', 8, 0.375)
(18, 2, 8, 104, 0.40625)
KVC(0.5): (17, 2, 8)

done









———————————————————————————————————————————————————————————————




('n', 'k', 'h', 'successful classifications', 'rate')
(1, 3, 2, 2, 1.0)
(2, 3, 2, 4, 1.0)
(3, 3, 2, 8, 1.0)
(4, 3, 2, 16, 1.0)
(5, 3, 2, 32, 1.0)
(6, 3, 2, 62, 0.96875, 'intermediate', 1, 0.9375)
(6, 3, 2, 64, 1.0)
(7, 3, 2, 120, 0.9375, 'intermediate', 4, 0.921875)
(7, 3, 2, 122, 0.953125, 'intermediate', 6, 0.9375)
(7, 3, 2, 122, 0.953125)
(8, 3, 2, 234, 0.9140625, 'intermediate', 12, 0.890625)
(8, 3, 2, 234, 0.9140625)
(9, 3, 2, 208, 0.8125, 'intermediate', 9, 0.8046875)
(9, 3, 2, 218, 0.8515625, 'intermediate', 12, 0.8125)
(9, 3, 2, 218, 0.8515625)
(10, 3, 2, 184, 0.71875, 'intermediate', 4, 0.703125)
(10, 3, 2, 184, 0.71875)
(11, 3, 2, 156, 0.609375, 'intermediate', 3, 0.5703125)
(11, 3, 2, 164, 0.640625, 'intermediate', 4, 0.609375)
(11, 3, 2, 164, 0.640625)
(12, 3, 2, 152, 0.59375, 'intermediate', 9, 0.53125)
(12, 3, 2, 152, 0.59375)
(13, 3, 2, 108, 0.421875, 'intermediate', 3, 0.40625)
(13, 3, 2, 112, 0.4375, 'intermediate', 9, 0.421875)
(13, 3, 2, 132, 0.515625, 'intermediate', 19, 0.4375)
(13, 3, 2, 132, 0.515625)
(14, 3, 2, 90, 0.3515625, 'intermediate', 9, 0.3359375)
(14, 3, 2, 90, 0.3515625)
KVC(0.5): (13, 3, 2)

(1, 3, 3, 2, 1.0)
(2, 3, 3, 4, 1.0)
(3, 3, 3, 8, 1.0)
(4, 3, 3, 16, 1.0)
(5, 3, 3, 32, 1.0)
(6, 3, 3, 64, 1.0)
(7, 3, 3, 126, 0.984375, 'intermediate', 1, 0.96875)
(7, 3, 3, 128, 1.0)
(8, 3, 3, 248, 0.96875, 'intermediate', 10, 0.9140625)
(8, 3, 3, 248, 0.96875)
(9, 3, 3, 228, 0.890625, 'intermediate', 1, 0.8671875)
(9, 3, 3, 234, 0.9140625, 'intermediate', 4, 0.890625)
(9, 3, 3, 240, 0.9375, 'intermediate', 10, 0.9140625)
(9, 3, 3, 240, 0.9375)
(10, 3, 3, 212, 0.828125, 'intermediate', 1, 0.796875)
(10, 3, 3, 216, 0.84375, 'intermediate', 11, 0.828125)
(10, 3, 3, 222, 0.8671875, 'intermediate', 15, 0.84375)
(10, 3, 3, 222, 0.8671875)
(11, 3, 3, 200, 0.78125, 'intermediate', 1, 0.6796875)
(11, 3, 3, 206, 0.8046875, 'intermediate', 4, 0.78125)
(11, 3, 3, 208, 0.8125, 'intermediate', 9, 0.8046875)
(11, 3, 3, 210, 0.8203125, 'intermediate', 15, 0.8125)
(11, 3, 3, 210, 0.8203125)
(12, 3, 3, 172, 0.671875, 'intermediate', 1, 0.6171875)
(12, 3, 3, 176, 0.6875, 'intermediate', 4, 0.671875)
(12, 3, 3, 180, 0.703125, 'intermediate', 8, 0.6875)
(12, 3, 3, 186, 0.7265625, 'intermediate', 9, 0.703125)
(12, 3, 3, 192, 0.75, 'intermediate', 11, 0.7265625)
(12, 3, 3, 192, 0.75)
(13, 3, 3, 148, 0.578125, 'intermediate', 1, 0.53125)
(13, 3, 3, 154, 0.6015625, 'intermediate', 4, 0.578125)
(13, 3, 3, 158, 0.6171875, 'intermediate', 5, 0.6015625)
(13, 3, 3, 164, 0.640625, 'intermediate', 9, 0.6171875)
(13, 3, 3, 164, 0.640625)
(14, 3, 3, 126, 0.4921875, 'intermediate', 1, 0.4375)
(14, 3, 3, 130, 0.5078125, 'intermediate', 4, 0.4921875)
(14, 3, 3, 148, 0.578125, 'intermediate', 11, 0.5078125)
(14, 3, 3, 148, 0.578125)
(15, 3, 3, 100, 0.390625, 'intermediate', 1, 0.359375)
(15, 3, 3, 102, 0.3984375, 'intermediate', 4, 0.390625)
(15, 3, 3, 114, 0.4453125, 'intermediate', 5, 0.3984375)
(15, 3, 3, 130, 0.5078125, 'intermediate', 11, 0.4453125)
(15, 3, 3, 130, 0.5078125)
(16, 3, 3, 86, 0.3359375, 'intermediate', 5, 0.3203125)
(16, 3, 3, 88, 0.34375, 'intermediate', 8, 0.3359375)
(16, 3, 3, 108, 0.421875, 'intermediate', 11, 0.34375)
(16, 3, 3, 108, 0.421875)
KVC(0.5): (15, 3, 3)

(1, 3, 4, 2, 1.0)
(2, 3, 4, 4, 1.0)
(3, 3, 4, 8, 1.0)
(4, 3, 4, 16, 1.0)
(5, 3, 4, 32, 1.0)
(6, 3, 4, 64, 1.0)
(7, 3, 4, 128, 1.0)
(8, 3, 4, 254, 0.9921875, 'intermediate', 1, 0.96875)
(8, 3, 4, 256, 1.0)
(9, 3, 4, 250, 0.9765625, 'intermediate', 1, 0.9140625)
(9, 3, 4, 252, 0.984375, 'intermediate', 5, 0.9765625)
(9, 3, 4, 256, 1.0)
(10, 3, 4, 242, 0.9453125, 'intermediate', 1, 0.9140625)
(10, 3, 4, 246, 0.9609375, 'intermediate', 4, 0.9453125)
(10, 3, 4, 252, 0.984375, 'intermediate', 9, 0.9609375)
(10, 3, 4, 252, 0.984375)
(11, 3, 4, 240, 0.9375, 'intermediate', 1, 0.859375)
(11, 3, 4, 242, 0.9453125, 'intermediate', 5, 0.9375)
(11, 3, 4, 244, 0.953125, 'intermediate', 9, 0.9453125)
(11, 3, 4, 244, 0.953125)
(12, 3, 4, 222, 0.8671875, 'intermediate', 1, 0.84375)
(12, 3, 4, 224, 0.875, 'intermediate', 4, 0.8671875)
(12, 3, 4, 238, 0.9296875, 'intermediate', 5, 0.875)
(12, 3, 4, 238, 0.9296875)
(13, 3, 4, 208, 0.8125, 'intermediate', 1, 0.7734375)
(13, 3, 4, 226, 0.8828125, 'intermediate', 5, 0.8125)
(13, 3, 4, 226, 0.8828125)
(14, 3, 4, 216, 0.84375, 'intermediate', 1, 0.6875)
(14, 3, 4, 216, 0.84375)
(15, 3, 4, 172, 0.671875, 'intermediate', 1, 0.5859375)
(15, 3, 4, 180, 0.703125, 'intermediate', 5, 0.671875)
(15, 3, 4, 196, 0.765625, 'intermediate', 11, 0.703125)
(15, 3, 4, 198, 0.7734375, 'intermediate', 16, 0.765625)
(15, 3, 4, 198, 0.7734375)
(16, 3, 4, 160, 0.625, 'intermediate', 1, 0.53125)
(16, 3, 4, 176, 0.6875, 'intermediate', 11, 0.625)
(16, 3, 4, 176, 0.6875)
(17, 3, 4, 136, 0.53125, 'intermediate', 1, 0.4921875)
(17, 3, 4, 146, 0.5703125, 'intermediate', 5, 0.53125)
(17, 3, 4, 162, 0.6328125, 'intermediate', 11, 0.5703125)
(17, 3, 4, 162, 0.6328125)
(18, 3, 4, 122, 0.4765625, 'intermediate', 1, 0.359375)
(18, 3, 4, 124, 0.484375, 'intermediate', 3, 0.4765625)
(18, 3, 4, 130, 0.5078125, 'intermediate', 5, 0.484375)
(18, 3, 4, 132, 0.515625, 'intermediate', 11, 0.5078125)
(18, 3, 4, 132, 0.515625)
(19, 3, 4, 98, 0.3828125, 'intermediate', 1, 0.265625)
(19, 3, 4, 104, 0.40625, 'intermediate', 4, 0.3828125)
(19, 3, 4, 118, 0.4609375, 'intermediate', 5, 0.40625)
(19, 3, 4, 124, 0.484375, 'intermediate', 17, 0.4609375)
(19, 3, 4, 126, 0.4921875, 'intermediate', 18, 0.484375)
(19, 3, 4, 126, 0.4921875)
KVC(0.5): (18, 3, 4)

(1, 3, 5, 2, 1.0)
(2, 3, 5, 4, 1.0)
(3, 3, 5, 8, 1.0)
(4, 3, 5, 16, 1.0)
(5, 3, 5, 32, 1.0)
(6, 3, 5, 64, 1.0)
(7, 3, 5, 128, 1.0)
(8, 3, 5, 254, 0.9921875, 'intermediate', 1, 0.984375)
(8, 3, 5, 256, 1.0)
(9, 3, 5, 254, 0.9921875, 'intermediate', 1, 0.9453125)
(9, 3, 5, 256, 1.0)
(10, 3, 5, 248, 0.96875, 'intermediate', 3, 0.9609375)
(10, 3, 5, 250, 0.9765625, 'intermediate', 5, 0.96875)
(10, 3, 5, 252, 0.984375, 'intermediate', 8, 0.9765625)
(10, 3, 5, 252, 0.984375)
(11, 3, 5, 240, 0.9375, 'intermediate', 1, 0.9296875)
(11, 3, 5, 244, 0.953125, 'intermediate', 4, 0.9375)
(11, 3, 5, 246, 0.9609375, 'intermediate', 5, 0.953125)
(11, 3, 5, 250, 0.9765625, 'intermediate', 6, 0.9609375)
(11, 3, 5, 254, 0.9921875, 'intermediate', 16, 0.9765625)
(11, 3, 5, 254, 0.9921875)
(12, 3, 5, 230, 0.8984375, 'intermediate', 1, 0.875)
(12, 3, 5, 232, 0.90625, 'intermediate', 3, 0.8984375)
(12, 3, 5, 240, 0.9375, 'intermediate', 4, 0.90625)
(12, 3, 5, 242, 0.9453125, 'intermediate', 6, 0.9375)
(12, 3, 5, 248, 0.96875, 'intermediate', 8, 0.9453125)
(12, 3, 5, 248, 0.96875)
(13, 3, 5, 236, 0.921875, 'intermediate', 5, 0.8671875)
(13, 3, 5, 236, 0.921875)
(14, 3, 5, 214, 0.8359375, 'intermediate', 1, 0.796875)
(14, 3, 5, 216, 0.84375, 'intermediate', 3, 0.8359375)
(14, 3, 5, 226, 0.8828125, 'intermediate', 5, 0.84375)
(14, 3, 5, 228, 0.890625, 'intermediate', 16, 0.8828125)
(14, 3, 5, 228, 0.890625)
(15, 3, 5, 212, 0.828125, 'intermediate', 5, 0.7578125)
(15, 3, 5, 212, 0.828125)
(16, 3, 5, 186, 0.7265625, 'intermediate', 3, 0.71875)
(16, 3, 5, 194, 0.7578125, 'intermediate', 9, 0.7265625)
(16, 3, 5, 198, 0.7734375, 'intermediate', 12, 0.7578125)
(16, 3, 5, 198, 0.7734375)
(17, 3, 5, 178, 0.6953125, 'intermediate', 5, 0.625)
(17, 3, 5, 180, 0.703125, 'intermediate', 11, 0.6953125)
(17, 3, 5, 180, 0.703125)
(18, 3, 5, 162, 0.6328125, 'intermediate', 5, 0.5703125)
(18, 3, 5, 162, 0.6328125)
(19, 3, 5, 130, 0.5078125, 'intermediate', 1, 0.453125)
(19, 3, 5, 140, 0.546875, 'intermediate', 5, 0.5078125)
(19, 3, 5, 158, 0.6171875, 'intermediate', 18, 0.546875)
(19, 3, 5, 158, 0.6171875)
(20, 3, 5, 116, 0.453125, 'intermediate', 1, 0.4296875)
(20, 3, 5, 122, 0.4765625, 'intermediate', 9, 0.453125)
(20, 3, 5, 124, 0.484375, 'intermediate', 15, 0.4765625)
(20, 3, 5, 124, 0.484375)
KVC(0.5): (19, 3, 5)

(1, 3, 6, 2, 1.0)
(2, 3, 6, 4, 1.0)
(3, 3, 6, 8, 1.0)
(4, 3, 6, 16, 1.0)
(5, 3, 6, 32, 1.0)
(6, 3, 6, 64, 1.0)
(7, 3, 6, 128, 1.0)
(8, 3, 6, 256, 1.0)
(9, 3, 6, 256, 1.0)
(10, 3, 6, 254, 0.9921875, 'intermediate', 1, 0.984375)
(10, 3, 6, 256, 1.0)
(11, 3, 6, 250, 0.9765625, 'intermediate', 1, 0.9453125)
(11, 3, 6, 252, 0.984375, 'intermediate', 3, 0.9765625)
(11, 3, 6, 256, 1.0)
(12, 3, 6, 246, 0.9609375, 'intermediate', 1, 0.9375)
(12, 3, 6, 248, 0.96875, 'intermediate', 3, 0.9609375)
(12, 3, 6, 252, 0.984375, 'intermediate', 4, 0.96875)
(12, 3, 6, 254, 0.9921875, 'intermediate', 5, 0.984375)
(12, 3, 6, 256, 1.0)
(13, 3, 6, 248, 0.96875, 'intermediate', 1, 0.9296875)
(13, 3, 6, 252, 0.984375, 'intermediate', 5, 0.96875)
(13, 3, 6, 254, 0.9921875, 'intermediate', 11, 0.984375)
(13, 3, 6, 254, 0.9921875)
(14, 3, 6, 244, 0.953125, 'intermediate', 1, 0.9296875)
(14, 3, 6, 246, 0.9609375, 'intermediate', 9, 0.953125)
(14, 3, 6, 248, 0.96875, 'intermediate', 16, 0.9609375)
(14, 3, 6, 248, 0.96875)
(15, 3, 6, 228, 0.890625, 'intermediate', 1, 0.875)
(15, 3, 6, 246, 0.9609375, 'intermediate', 5, 0.890625)
(15, 3, 6, 252, 0.984375, 'intermediate', 11, 0.9609375)
(15, 3, 6, 252, 0.984375)
(16, 3, 6, 228, 0.890625, 'intermediate', 1, 0.84375)
(16, 3, 6, 232, 0.90625, 'intermediate', 5, 0.890625)
(16, 3, 6, 234, 0.9140625, 'intermediate', 12, 0.90625)
(16, 3, 6, 236, 0.921875, 'intermediate', 16, 0.9140625)
(16, 3, 6, 236, 0.921875)
(17, 3, 6, 214, 0.8359375, 'intermediate', 4, 0.8203125)
(17, 3, 6, 236, 0.921875, 'intermediate', 5, 0.8359375)
(17, 3, 6, 236, 0.921875)
(18, 3, 6, 206, 0.8046875, 'intermediate', 1, 0.7578125)
(18, 3, 6, 220, 0.859375, 'intermediate', 5, 0.8046875)
(18, 3, 6, 220, 0.859375)
(19, 3, 6, 196, 0.765625, 'intermediate', 1, 0.671875)
(19, 3, 6, 216, 0.84375, 'intermediate', 5, 0.765625)
(19, 3, 6, 216, 0.84375)
(20, 3, 6, 182, 0.7109375, 'intermediate', 1, 0.6640625)
(20, 3, 6, 190, 0.7421875, 'intermediate', 5, 0.7109375)
(20, 3, 6, 196, 0.765625, 'intermediate', 11, 0.7421875)
(20, 3, 6, 196, 0.765625)
(21, 3, 6, 170, 0.6640625, 'intermediate', 1, 0.5859375)
(21, 3, 6, 180, 0.703125, 'intermediate', 5, 0.6640625)
(21, 3, 6, 182, 0.7109375, 'intermediate', 11, 0.703125)
(21, 3, 6, 184, 0.71875, 'intermediate', 16, 0.7109375)
(21, 3, 6, 192, 0.75, 'intermediate', 18, 0.71875)
(21, 3, 6, 192, 0.75)
(22, 3, 6, 150, 0.5859375, 'intermediate', 1, 0.5703125)
(22, 3, 6, 164, 0.640625, 'intermediate', 5, 0.5859375)
(22, 3, 6, 168, 0.65625, 'intermediate', 11, 0.640625)
(22, 3, 6, 174, 0.6796875, 'intermediate', 18, 0.65625)
(22, 3, 6, 174, 0.6796875)
(23, 3, 6, 134, 0.5234375, 'intermediate', 1, 0.5)
(23, 3, 6, 152, 0.59375, 'intermediate', 5, 0.5234375)
(23, 3, 6, 168, 0.65625, 'intermediate', 18, 0.59375)
(23, 3, 6, 168, 0.65625)
(24, 3, 6, 130, 0.5078125, 'intermediate', 1, 0.484375)
(24, 3, 6, 138, 0.5390625, 'intermediate', 5, 0.5078125)
(24, 3, 6, 138, 0.5390625)
(25, 3, 6, 122, 0.4765625, 'intermediate', 5, 0.453125)
(25, 3, 6, 124, 0.484375, 'intermediate', 11, 0.4765625)
(25, 3, 6, 124, 0.484375)
KVC(0.5): (24, 3, 6)

(1, 3, 7, 2, 1.0)
(2, 3, 7, 4, 1.0)
(3, 3, 7, 8, 1.0)
(4, 3, 7, 16, 1.0)
(5, 3, 7, 32, 1.0)
(6, 3, 7, 64, 1.0)
(7, 3, 7, 128, 1.0)
(8, 3, 7, 256, 1.0)
(9, 3, 7, 256, 1.0)
(10, 3, 7, 256, 1.0)
(11, 3, 7, 256, 1.0)
(12, 3, 7, 254, 0.9921875, 'intermediate', 1, 0.9765625)
(12, 3, 7, 256, 1.0)
(13, 3, 7, 254, 0.9921875)
(14, 3, 7, 252, 0.984375, 'intermediate', 1, 0.96875)
(14, 3, 7, 252, 0.984375)
(15, 3, 7, 242, 0.9453125, 'intermediate', 1, 0.9375)
(15, 3, 7, 252, 0.984375, 'intermediate', 5, 0.9453125)
(15, 3, 7, 254, 0.9921875, 'intermediate', 11, 0.984375)
(15, 3, 7, 254, 0.9921875)
(16, 3, 7, 242, 0.9453125, 'intermediate', 1, 0.90625)
(16, 3, 7, 252, 0.984375, 'intermediate', 11, 0.9453125)
(16, 3, 7, 252, 0.984375)
(17, 3, 7, 234, 0.9140625, 'intermediate', 4, 0.890625)
(17, 3, 7, 236, 0.921875, 'intermediate', 5, 0.9140625)
(17, 3, 7, 240, 0.9375, 'intermediate', 11, 0.921875)
(17, 3, 7, 240, 0.9375)
(18, 3, 7, 228, 0.890625, 'intermediate', 1, 0.8125)
(18, 3, 7, 234, 0.9140625, 'intermediate', 5, 0.890625)
(18, 3, 7, 238, 0.9296875, 'intermediate', 8, 0.9140625)
(18, 3, 7, 242, 0.9453125, 'intermediate', 12, 0.9296875)
(18, 3, 7, 242, 0.9453125)
(19, 3, 7, 226, 0.8828125, 'intermediate', 1, 0.796875)
(19, 3, 7, 230, 0.8984375, 'intermediate', 14, 0.8828125)
(19, 3, 7, 236, 0.921875, 'intermediate', 18, 0.8984375)
(19, 3, 7, 236, 0.921875)
(20, 3, 7, 212, 0.828125, 'intermediate', 1, 0.7421875)
(20, 3, 7, 214, 0.8359375, 'intermediate', 11, 0.828125)
(20, 3, 7, 216, 0.84375, 'intermediate', 18, 0.8359375)
(20, 3, 7, 224, 0.875, 'intermediate', 19, 0.84375)
(20, 3, 7, 224, 0.875)
(21, 3, 7, 198, 0.7734375, 'intermediate', 1, 0.7109375)
(21, 3, 7, 206, 0.8046875, 'intermediate', 5, 0.7734375)
(21, 3, 7, 216, 0.84375, 'intermediate', 18, 0.8046875)
(21, 3, 7, 216, 0.84375)
(22, 3, 7, 190, 0.7421875, 'intermediate', 5, 0.703125)
(22, 3, 7, 192, 0.75, 'intermediate', 8, 0.7421875)
(22, 3, 7, 200, 0.78125, 'intermediate', 11, 0.75)
(22, 3, 7, 200, 0.78125)
(23, 3, 7, 182, 0.7109375, 'intermediate', 1, 0.640625)
(23, 3, 7, 194, 0.7578125, 'intermediate', 5, 0.7109375)
(23, 3, 7, 194, 0.7578125)
(24, 3, 7, 164, 0.640625, 'intermediate', 1, 0.578125)
(24, 3, 7, 168, 0.65625, 'intermediate', 18, 0.640625)
(24, 3, 7, 168, 0.65625)
(25, 3, 7, 144, 0.5625, 'intermediate', 1, 0.5234375)
(25, 3, 7, 146, 0.5703125, 'intermediate', 5, 0.5625)
(25, 3, 7, 150, 0.5859375, 'intermediate', 11, 0.5703125)
(25, 3, 7, 158, 0.6171875, 'intermediate', 18, 0.5859375)
(25, 3, 7, 158, 0.6171875)
(26, 3, 7, 138, 0.5390625, 'intermediate', 5, 0.46875)
(26, 3, 7, 142, 0.5546875, 'intermediate', 18, 0.5390625)
(26, 3, 7, 142, 0.5546875)
(27, 3, 7, 106, 0.4140625, 'intermediate', 1, 0.3984375)
(27, 3, 7, 118, 0.4609375, 'intermediate', 5, 0.4140625)
(27, 3, 7, 118, 0.4609375)
KVC(0.5): (26, 3, 7)

(1, 3, 8, 2, 1.0)
(2, 3, 8, 4, 1.0)
(3, 3, 8, 8, 1.0)
(4, 3, 8, 16, 1.0)
(5, 3, 8, 32, 1.0)
(6, 3, 8, 64, 1.0)
(7, 3, 8, 128, 1.0)
(8, 3, 8, 256, 1.0)
(9, 3, 8, 256, 1.0)
(10, 3, 8, 256, 1.0)
(11, 3, 8, 256, 1.0)
(12, 3, 8, 256, 1.0)
(13, 3, 8, 254, 0.9921875, 'intermediate', 1, 0.9765625)
(13, 3, 8, 254, 0.9921875)
(14, 3, 8, 248, 0.96875, 'intermediate', 1, 0.9453125)
(14, 3, 8, 250, 0.9765625, 'intermediate', 4, 0.96875)
(14, 3, 8, 250, 0.9765625)
(15, 3, 8, 246, 0.9609375, 'intermediate', 1, 0.9296875)
(15, 3, 8, 252, 0.984375, 'intermediate', 5, 0.9609375)
(15, 3, 8, 252, 0.984375)
(16, 3, 8, 238, 0.9296875, 'intermediate', 3, 0.9140625)
(16, 3, 8, 244, 0.953125, 'intermediate', 11, 0.9296875)
(16, 3, 8, 244, 0.953125)
(17, 3, 8, 224, 0.875, 'intermediate', 1, 0.859375)
(17, 3, 8, 228, 0.890625, 'intermediate', 4, 0.875)
(17, 3, 8, 236, 0.921875, 'intermediate', 5, 0.890625)
(17, 3, 8, 240, 0.9375, 'intermediate', 14, 0.921875)
(17, 3, 8, 244, 0.953125, 'intermediate', 16, 0.9375)
(17, 3, 8, 244, 0.953125)
(18, 3, 8, 234, 0.9140625, 'intermediate', 1, 0.828125)
(18, 3, 8, 234, 0.9140625)
(19, 3, 8, 218, 0.8515625, 'intermediate', 1, 0.7578125)
(19, 3, 8, 232, 0.90625, 'intermediate', 4, 0.8515625)
(19, 3, 8, 232, 0.90625)
(20, 3, 8, 204, 0.796875, 'intermediate', 1, 0.75)
(20, 3, 8, 218, 0.8515625, 'intermediate', 5, 0.796875)
(20, 3, 8, 220, 0.859375, 'intermediate', 19, 0.8515625)
(20, 3, 8, 220, 0.859375)
(21, 3, 8, 202, 0.7890625, 'intermediate', 1, 0.6796875)
(21, 3, 8, 210, 0.8203125, 'intermediate', 5, 0.7890625)
(21, 3, 8, 214, 0.8359375, 'intermediate', 14, 0.8203125)
(21, 3, 8, 214, 0.8359375)
(22, 3, 8, 180, 0.703125, 'intermediate', 1, 0.6171875)
(22, 3, 8, 198, 0.7734375, 'intermediate', 5, 0.703125)
(22, 3, 8, 198, 0.7734375)
(23, 3, 8, 170, 0.6640625, 'intermediate', 1, 0.6328125)
(23, 3, 8, 188, 0.734375, 'intermediate', 5, 0.6640625)
(23, 3, 8, 188, 0.734375)
(24, 3, 8, 176, 0.6875, 'intermediate', 5, 0.65625)
(24, 3, 8, 176, 0.6875)
(25, 3, 8, 152, 0.59375, 'intermediate', 1, 0.5390625)
(25, 3, 8, 160, 0.625, 'intermediate', 4, 0.59375)
(25, 3, 8, 170, 0.6640625, 'intermediate', 5, 0.625)
(25, 3, 8, 170, 0.6640625)
(26, 3, 8, 120, 0.46875, 'intermediate', 1, 0.453125)
(26, 3, 8, 128, 0.5, 'intermediate', 4, 0.46875)
(26, 3, 8, 138, 0.5390625, 'intermediate', 5, 0.5)
(26, 3, 8, 144, 0.5625, 'intermediate', 18, 0.5390625)
(26, 3, 8, 144, 0.5625)
(27, 3, 8, 112, 0.4375, 'intermediate', 1, 0.4140625)
(27, 3, 8, 128, 0.5, 'intermediate', 5, 0.4375)
(27, 3, 8, 128, 0.5)
(28, 3, 8, 98, 0.3828125, 'intermediate', 1, 0.296875)
(28, 3, 8, 120, 0.46875, 'intermediate', 5, 0.3828125)
(28, 3, 8, 120, 0.46875)
KVC(0.5): (27, 3, 8)

('n', 'k', 'h', 'successful classifications', 'rate')
(1, 4, 1, 2, 1.0)
(2, 4, 1, 4, 1.0)
(3, 4, 1, 8, 1.0)
(4, 4, 1, 16, 1.0)
(5, 4, 1, 32, 1.0)
(6, 4, 1, 62, 0.96875)
(7, 4, 1, 114, 0.890625, 'intermediate', 1, 0.875)
(7, 4, 1, 114, 0.890625)
(8, 4, 1, 196, 0.765625, 'intermediate', 1, 0.7578125)
(8, 4, 1, 198, 0.7734375, 'intermediate', 2, 0.765625)
(8, 4, 1, 198, 0.7734375)
(9, 4, 1, 166, 0.6484375, 'intermediate', 2, 0.5859375)
(9, 4, 1, 172, 0.671875, 'intermediate', 3, 0.6484375)
(9, 4, 1, 172, 0.671875)
(10, 4, 1, 144, 0.5625, 'intermediate', 3, 0.53125)
(10, 4, 1, 144, 0.5625)
(11, 4, 1, 108, 0.421875)
KVC(0.5): (10, 4, 1)

(1, 4, 2, 2, 1.0)
(2, 4, 2, 4, 1.0)
(3, 4, 2, 8, 1.0)
(4, 4, 2, 16, 1.0)
(5, 4, 2, 32, 1.0)
(6, 4, 2, 64, 1.0)
(7, 4, 2, 124, 0.96875, 'intermediate', 1, 0.953125)
(7, 4, 2, 128, 1.0)
(8, 4, 2, 244, 0.953125, 'intermediate', 1, 0.9296875)
(8, 4, 2, 244, 0.953125)
(9, 4, 2, 222, 0.8671875, 'intermediate', 1, 0.84375)
(9, 4, 2, 228, 0.890625, 'intermediate', 3, 0.8671875)
(9, 4, 2, 236, 0.921875, 'intermediate', 13, 0.890625)
(9, 4, 2, 236, 0.921875)
(10, 4, 2, 218, 0.8515625, 'intermediate', 1, 0.8359375)
(10, 4, 2, 224, 0.875, 'intermediate', 11, 0.8515625)
(10, 4, 2, 224, 0.875)
(11, 4, 2, 214, 0.8359375, 'intermediate', 1, 0.78125)
(11, 4, 2, 214, 0.8359375)
(12, 4, 2, 190, 0.7421875, 'intermediate', 1, 0.6875)
(12, 4, 2, 194, 0.7578125, 'intermediate', 11, 0.7421875)
(12, 4, 2, 200, 0.78125, 'intermediate', 17, 0.7578125)
(12, 4, 2, 200, 0.78125)
(13, 4, 2, 168, 0.65625, 'intermediate', 1, 0.609375)
(13, 4, 2, 170, 0.6640625, 'intermediate', 11, 0.65625)
(13, 4, 2, 182, 0.7109375, 'intermediate', 14, 0.6640625)
(13, 4, 2, 182, 0.7109375)
(14, 4, 2, 154, 0.6015625, 'intermediate', 1, 0.546875)
(14, 4, 2, 162, 0.6328125, 'intermediate', 13, 0.6015625)
(14, 4, 2, 162, 0.6328125)
(15, 4, 2, 134, 0.5234375, 'intermediate', 1, 0.453125)
(15, 4, 2, 134, 0.5234375)
(16, 4, 2, 132, 0.515625, 'intermediate', 1, 0.4453125)
(16, 4, 2, 132, 0.515625)
(17, 4, 2, 96, 0.375, 'intermediate', 10, 0.359375)
(17, 4, 2, 98, 0.3828125, 'intermediate', 14, 0.375)
(17, 4, 2, 98, 0.3828125)
KVC(0.5): (16, 4, 2)

(1, 4, 3, 2, 1.0)
(2, 4, 3, 4, 1.0)
(3, 4, 3, 8, 1.0)
(4, 4, 3, 16, 1.0)
(5, 4, 3, 32, 1.0)
(6, 4, 3, 64, 1.0)
(7, 4, 3, 128, 1.0)
(8, 4, 3, 256, 1.0)
(9, 4, 3, 254, 0.9921875, 'intermediate', 1, 0.984375)
(9, 4, 3, 256, 1.0)
(10, 4, 3, 252, 0.984375, 'intermediate', 13, 0.9765625)
(10, 4, 3, 252, 0.984375)
(11, 4, 3, 248, 0.96875)
(12, 4, 3, 240, 0.9375)
(13, 4, 3, 228, 0.890625, 'intermediate', 1, 0.8828125)
(13, 4, 3, 232, 0.90625, 'intermediate', 19, 0.890625)
(13, 4, 3, 232, 0.90625)
(14, 4, 3, 222, 0.8671875, 'intermediate', 1, 0.859375)
(14, 4, 3, 222, 0.8671875)
(15, 4, 3, 214, 0.8359375)
(16, 4, 3, 196, 0.765625, 'intermediate', 5, 0.7421875)
(16, 4, 3, 196, 0.765625)
(17, 4, 3, 172, 0.671875, 'intermediate', 5, 0.6484375)
(17, 4, 3, 176, 0.6875, 'intermediate', 11, 0.671875)
(17, 4, 3, 176, 0.6875)
(18, 4, 3, 156, 0.609375, 'intermediate', 5, 0.5546875)
(18, 4, 3, 170, 0.6640625, 'intermediate', 16, 0.609375)
(18, 4, 3, 170, 0.6640625)
(19, 4, 3, 166, 0.6484375)
(20, 4, 3, 128, 0.5)
(21, 4, 3, 118, 0.4609375, 'intermediate', 1, 0.4453125)
(21, 4, 3, 122, 0.4765625, 'intermediate', 16, 0.4609375)
(21, 4, 3, 122, 0.4765625)
KVC(0.5): (20, 4, 3)

(1, 4, 4, 2, 1.0)
(2, 4, 4, 4, 1.0)
(3, 4, 4, 8, 1.0)
(4, 4, 4, 16, 1.0)
(5, 4, 4, 32, 1.0)
(6, 4, 4, 64, 1.0)
(7, 4, 4, 128, 1.0)
(8, 4, 4, 256, 1.0)
(9, 4, 4, 256, 1.0)
(10, 4, 4, 256, 1.0)
(11, 4, 4, 256, 1.0)
(12, 4, 4, 254, 0.9921875, 'intermediate', 1, 0.984375)
(12, 4, 4, 256, 1.0)
(13, 4, 4, 250, 0.9765625, 'intermediate', 1, 0.96875)
(13, 4, 4, 254, 0.9921875, 'intermediate', 7, 0.9765625)
(13, 4, 4, 254, 0.9921875)
(14, 4, 4, 248, 0.96875, 'intermediate', 11, 0.9609375)
(14, 4, 4, 248, 0.96875)
(15, 4, 4, 246, 0.9609375, 'intermediate', 1, 0.9140625)
(15, 4, 4, 250, 0.9765625, 'intermediate', 13, 0.9609375)
(15, 4, 4, 250, 0.9765625)
(16, 4, 4, 230, 0.8984375, 'intermediate', 1, 0.859375)
(16, 4, 4, 236, 0.921875, 'intermediate', 4, 0.8984375)
(16, 4, 4, 242, 0.9453125, 'intermediate', 13, 0.921875)
(16, 4, 4, 242, 0.9453125)
(17, 4, 4, 220, 0.859375, 'intermediate', 7, 0.8515625)
(17, 4, 4, 230, 0.8984375, 'intermediate', 10, 0.859375)
(17, 4, 4, 230, 0.8984375)
(18, 4, 4, 202, 0.7890625, 'intermediate', 2, 0.78125)
(18, 4, 4, 208, 0.8125, 'intermediate', 4, 0.7890625)
(18, 4, 4, 210, 0.8203125, 'intermediate', 7, 0.8125)
(18, 4, 4, 224, 0.875, 'intermediate', 10, 0.8203125)
(18, 4, 4, 224, 0.875)
(19, 4, 4, 210, 0.8203125, 'intermediate', 10, 0.796875)
(19, 4, 4, 210, 0.8203125)
(20, 4, 4, 202, 0.7890625, 'intermediate', 10, 0.7421875)
(20, 4, 4, 202, 0.7890625)
(21, 4, 4, 194, 0.7578125, 'intermediate', 10, 0.6875)
(21, 4, 4, 194, 0.7578125)
(22, 4, 4, 168, 0.65625, 'intermediate', 10, 0.640625)
(22, 4, 4, 168, 0.65625)
(23, 4, 4, 144, 0.5625, 'intermediate', 16, 0.5546875)
(23, 4, 4, 148, 0.578125, 'intermediate', 17, 0.5625)
(23, 4, 4, 150, 0.5859375, 'intermediate', 19, 0.578125)
(23, 4, 4, 150, 0.5859375)
(24, 4, 4, 130, 0.5078125, 'intermediate', 10, 0.4921875)
(24, 4, 4, 134, 0.5234375, 'intermediate', 11, 0.5078125)
(24, 4, 4, 144, 0.5625, 'intermediate', 19, 0.5234375)
(24, 4, 4, 144, 0.5625)
(25, 4, 4, 124, 0.484375, 'intermediate', 10, 0.4296875)
(25, 4, 4, 132, 0.515625, 'intermediate', 19, 0.484375)
(25, 4, 4, 132, 0.515625)
(26, 4, 4, 118, 0.4609375, 'intermediate', 10, 0.4140625)
(26, 4, 4, 118, 0.4609375)
KVC(0.5): (25, 4, 4)

(1, 4, 5, 2, 1.0)
(2, 4, 5, 4, 1.0)
(3, 4, 5, 8, 1.0)
(4, 4, 5, 16, 1.0)
(5, 4, 5, 32, 1.0)
(6, 4, 5, 64, 1.0)
(7, 4, 5, 128, 1.0)
(8, 4, 5, 256, 1.0)
(9, 4, 5, 256, 1.0)
(10, 4, 5, 256, 1.0)
(11, 4, 5, 256, 1.0)
(12, 4, 5, 256, 1.0)
(13, 4, 5, 256, 1.0)
(14, 4, 5, 256, 1.0)
(15, 4, 5, 254, 0.9921875, 'intermediate', 1, 0.9765625)
(15, 4, 5, 254, 0.9921875)
(16, 4, 5, 248, 0.96875, 'intermediate', 1, 0.9609375)
(16, 4, 5, 254, 0.9921875, 'intermediate', 11, 0.96875)
(16, 4, 5, 254, 0.9921875)
(17, 4, 5, 252, 0.984375, 'intermediate', 1, 0.9375)
(17, 4, 5, 252, 0.984375)
(18, 4, 5, 240, 0.9375, 'intermediate', 1, 0.90625)
(18, 4, 5, 244, 0.953125, 'intermediate', 10, 0.9375)
(18, 4, 5, 246, 0.9609375, 'intermediate', 19, 0.953125)
(18, 4, 5, 246, 0.9609375)
(19, 4, 5, 230, 0.8984375, 'intermediate', 1, 0.890625)
(19, 4, 5, 240, 0.9375, 'intermediate', 10, 0.8984375)
(19, 4, 5, 242, 0.9453125, 'intermediate', 11, 0.9375)
(19, 4, 5, 244, 0.953125, 'intermediate', 19, 0.9453125)
(19, 4, 5, 244, 0.953125)
(20, 4, 5, 228, 0.890625, 'intermediate', 1, 0.859375)
(20, 4, 5, 234, 0.9140625, 'intermediate', 10, 0.890625)
(20, 4, 5, 240, 0.9375, 'intermediate', 11, 0.9140625)
(20, 4, 5, 240, 0.9375)
(21, 4, 5, 226, 0.8828125, 'intermediate', 11, 0.8515625)
(21, 4, 5, 228, 0.890625, 'intermediate', 19, 0.8828125)
(21, 4, 5, 228, 0.890625)
(22, 4, 5, 220, 0.859375, 'intermediate', 1, 0.8046875)
(22, 4, 5, 226, 0.8828125, 'intermediate', 11, 0.859375)
(22, 4, 5, 226, 0.8828125)
(23, 4, 5, 196, 0.765625, 'intermediate', 1, 0.7109375)
(23, 4, 5, 206, 0.8046875, 'intermediate', 11, 0.765625)
(23, 4, 5, 208, 0.8125, 'intermediate', 19, 0.8046875)
(23, 4, 5, 208, 0.8125)
(24, 4, 5, 194, 0.7578125, 'intermediate', 1, 0.65625)
(24, 4, 5, 196, 0.765625, 'intermediate', 11, 0.7578125)
(24, 4, 5, 196, 0.765625)
(25, 4, 5, 178, 0.6953125, 'intermediate', 1, 0.6875)
(25, 4, 5, 184, 0.71875, 'intermediate', 16, 0.6953125)
(25, 4, 5, 190, 0.7421875, 'intermediate', 19, 0.71875)
(25, 4, 5, 190, 0.7421875)
(26, 4, 5, 172, 0.671875, 'intermediate', 11, 0.640625)
(26, 4, 5, 172, 0.671875)
(27, 4, 5, 150, 0.5859375, 'intermediate', 11, 0.546875)
(27, 4, 5, 158, 0.6171875, 'intermediate', 14, 0.5859375)
(27, 4, 5, 158, 0.6171875)
(28, 4, 5, 156, 0.609375, 'intermediate', 11, 0.53125)
(28, 4, 5, 156, 0.609375)
(29, 4, 5, 126, 0.4921875, 'intermediate', 1, 0.46875)
(29, 4, 5, 126, 0.4921875)
KVC(0.5): (28, 4, 5)

(1, 4, 6, 2, 1.0)
(2, 4, 6, 4, 1.0)
(3, 4, 6, 8, 1.0)
(4, 4, 6, 16, 1.0)
(5, 4, 6, 32, 1.0)
(6, 4, 6, 64, 1.0)
(7, 4, 6, 128, 1.0)
(8, 4, 6, 256, 1.0)
(9, 4, 6, 256, 1.0)
(10, 4, 6, 256, 1.0)
(11, 4, 6, 256, 1.0)
(12, 4, 6, 256, 1.0)
(13, 4, 6, 256, 1.0)
(14, 4, 6, 256, 1.0)
(15, 4, 6, 256, 1.0)
(16, 4, 6, 256, 1.0)
(17, 4, 6, 252, 0.984375, 'intermediate', 1, 0.9765625)
(17, 4, 6, 254, 0.9921875, 'intermediate', 19, 0.984375)
(17, 4, 6, 254, 0.9921875)
(18, 4, 6, 248, 0.96875, 'intermediate', 4, 0.9609375)
(18, 4, 6, 250, 0.9765625, 'intermediate', 5, 0.96875)
(18, 4, 6, 252, 0.984375, 'intermediate', 13, 0.9765625)
(18, 4, 6, 252, 0.984375)
(19, 4, 6, 250, 0.9765625)
(20, 4, 6, 240, 0.9375, 'intermediate', 1, 0.9296875)
(20, 4, 6, 246, 0.9609375, 'intermediate', 10, 0.9375)
(20, 4, 6, 248, 0.96875, 'intermediate', 11, 0.9609375)
(20, 4, 6, 248, 0.96875)
(21, 4, 6, 242, 0.9453125, 'intermediate', 19, 0.9375)
(21, 4, 6, 242, 0.9453125)
(22, 4, 6, 240, 0.9375, 'intermediate', 11, 0.8828125)
(22, 4, 6, 240, 0.9375)
(23, 4, 6, 230, 0.8984375, 'intermediate', 15, 0.859375)
(23, 4, 6, 230, 0.8984375)
(24, 4, 6, 212, 0.828125, 'intermediate', 1, 0.7890625)
(24, 4, 6, 220, 0.859375, 'intermediate', 19, 0.828125)
(24, 4, 6, 220, 0.859375)
(25, 4, 6, 214, 0.8359375, 'intermediate', 19, 0.8203125)
(25, 4, 6, 214, 0.8359375)
(26, 4, 6, 196, 0.765625, 'intermediate', 5, 0.7578125)
(26, 4, 6, 200, 0.78125, 'intermediate', 19, 0.765625)
(26, 4, 6, 200, 0.78125)
(27, 4, 6, 178, 0.6953125, 'intermediate', 1, 0.6796875)
(27, 4, 6, 180, 0.703125, 'intermediate', 13, 0.6953125)
(27, 4, 6, 184, 0.71875, 'intermediate', 14, 0.703125)
(27, 4, 6, 188, 0.734375, 'intermediate', 19, 0.71875)
(27, 4, 6, 188, 0.734375)
(28, 4, 6, 174, 0.6796875, 'intermediate', 5, 0.609375)
(28, 4, 6, 188, 0.734375, 'intermediate', 11, 0.6796875)
(28, 4, 6, 188, 0.734375)
(29, 4, 6, 160, 0.625, 'intermediate', 11, 0.59375)
(29, 4, 6, 162, 0.6328125, 'intermediate', 16, 0.625)
(29, 4, 6, 162, 0.6328125)
(30, 4, 6, 132, 0.515625, 'intermediate', 1, 0.5078125)
(30, 4, 6, 134, 0.5234375, 'intermediate', 4, 0.515625)
(30, 4, 6, 142, 0.5546875, 'intermediate', 10, 0.5234375)
(30, 4, 6, 154, 0.6015625, 'intermediate', 19, 0.5546875)
(30, 4, 6, 154, 0.6015625)
(31, 4, 6, 122, 0.4765625, 'intermediate', 5, 0.46875)
(31, 4, 6, 126, 0.4921875, 'intermediate', 16, 0.4765625)
(31, 4, 6, 128, 0.5, 'intermediate', 19, 0.4921875)
(31, 4, 6, 128, 0.5)
(32, 4, 6, 112, 0.4375, 'intermediate', 4, 0.3984375)
(32, 4, 6, 120, 0.46875, 'intermediate', 5, 0.4375)
(32, 4, 6, 120, 0.46875)
KVC(0.5): (31, 4, 6)

(1, 4, 7, 2, 1.0)
(2, 4, 7, 4, 1.0)
(3, 4, 7, 8, 1.0)
(4, 4, 7, 16, 1.0)
(5, 4, 7, 32, 1.0)
(6, 4, 7, 64, 1.0)
(7, 4, 7, 128, 1.0)
(8, 4, 7, 256, 1.0)
(9, 4, 7, 256, 1.0)
(10, 4, 7, 256, 1.0)
(11, 4, 7, 256, 1.0)
(12, 4, 7, 256, 1.0)
(13, 4, 7, 256, 1.0)
(14, 4, 7, 256, 1.0)
(15, 4, 7, 256, 1.0)
(16, 4, 7, 256, 1.0)
(17, 4, 7, 256, 1.0)
(18, 4, 7, 256, 1.0)
(19, 4, 7, 256, 1.0)
(20, 4, 7, 256, 1.0)
(21, 4, 7, 254, 0.9921875, 'intermediate', 1, 0.9765625)
(21, 4, 7, 254, 0.9921875)
(22, 4, 7, 254, 0.9921875, 'intermediate', 11, 0.9765625)
(22, 4, 7, 254, 0.9921875)
(23, 4, 7, 248, 0.96875, 'intermediate', 11, 0.953125)
(23, 4, 7, 252, 0.984375, 'intermediate', 19, 0.96875)
(23, 4, 7, 252, 0.984375)
(24, 4, 7, 246, 0.9609375)
(25, 4, 7, 236, 0.921875, 'intermediate', 12, 0.9140625)
(25, 4, 7, 244, 0.953125, 'intermediate', 16, 0.921875)
(25, 4, 7, 246, 0.9609375, 'intermediate', 19, 0.953125)
(25, 4, 7, 246, 0.9609375)
(26, 4, 7, 238, 0.9296875, 'intermediate', 14, 0.921875)
(26, 4, 7, 238, 0.9296875)
(27, 4, 7, 230, 0.8984375)
(28, 4, 7, 226, 0.8828125, 'intermediate', 11, 0.875)
(28, 4, 7, 226, 0.8828125)
(29, 4, 7, 208, 0.8125, 'intermediate', 14, 0.8046875)
(29, 4, 7, 208, 0.8125)
(30, 4, 7, 200, 0.78125, 'intermediate', 4, 0.7578125)
(30, 4, 7, 208, 0.8125, 'intermediate', 10, 0.78125)
(30, 4, 7, 208, 0.8125)
(31, 4, 7, 198, 0.7734375)
(32, 4, 7, 176, 0.6875, 'intermediate', 4, 0.6796875)
(32, 4, 7, 180, 0.703125, 'intermediate', 5, 0.6875)
(32, 4, 7, 186, 0.7265625, 'intermediate', 16, 0.703125)
(32, 4, 7, 186, 0.7265625)
(33, 4, 7, 174, 0.6796875, 'intermediate', 1, 0.6328125)
(33, 4, 7, 178, 0.6953125, 'intermediate', 19, 0.6796875)
(33, 4, 7, 178, 0.6953125)
(34, 4, 7, 178, 0.6953125, 'intermediate', 1, 0.625)
(34, 4, 7, 178, 0.6953125)
(35, 4, 7, 156, 0.609375, 'intermediate', 1, 0.46875)
(35, 4, 7, 158, 0.6171875, 'intermediate', 10, 0.609375)
(35, 4, 7, 162, 0.6328125, 'intermediate', 19, 0.6171875)
(35, 4, 7, 162, 0.6328125)
(36, 4, 7, 168, 0.65625, 'intermediate', 1, 0.4453125)
(36, 4, 7, 168, 0.65625)
(37, 4, 7, 154, 0.6015625, 'intermediate', 1, 0.3671875)
(37, 4, 7, 154, 0.6015625)
(38, 4, 7, 124, 0.484375, 'intermediate', 1, 0.3515625)
(38, 4, 7, 124, 0.484375)
KVC(0.5): (37, 4, 7)

(1, 4, 8, 2, 1.0)
(2, 4, 8, 4, 1.0)
(3, 4, 8, 8, 1.0)
(4, 4, 8, 16, 1.0)
(5, 4, 8, 32, 1.0)
(6, 4, 8, 64, 1.0)
(7, 4, 8, 128, 1.0)
(8, 4, 8, 256, 1.0)
(9, 4, 8, 256, 1.0)
(10, 4, 8, 256, 1.0)
(11, 4, 8, 256, 1.0)
(12, 4, 8, 256, 1.0)
(13, 4, 8, 256, 1.0)
(14, 4, 8, 256, 1.0)
(15, 4, 8, 256, 1.0)
(16, 4, 8, 256, 1.0)
(17, 4, 8, 256, 1.0)
(18, 4, 8, 256, 1.0)
(19, 4, 8, 256, 1.0)
(20, 4, 8, 256, 1.0)
(21, 4, 8, 256, 1.0)
(22, 4, 8, 254, 0.9921875, 'intermediate', 1, 0.9765625)
(22, 4, 8, 256, 1.0)
(23, 4, 8, 254, 0.9921875, 'intermediate', 1, 0.984375)
(23, 4, 8, 254, 0.9921875)
(24, 4, 8, 254, 0.9921875, 'intermediate', 19, 0.984375)
(24, 4, 8, 254, 0.9921875)
(25, 4, 8, 252, 0.984375, 'intermediate', 1, 0.96875)
(25, 4, 8, 256, 1.0)
(26, 4, 8, 248, 0.96875, 'intermediate', 10, 0.9609375)
(26, 4, 8, 248, 0.96875)
(27, 4, 8, 244, 0.953125)
(28, 4, 8, 234, 0.9140625, 'intermediate', 1, 0.90625)
(28, 4, 8, 244, 0.953125, 'intermediate', 5, 0.9140625)
(28, 4, 8, 244, 0.953125)
(29, 4, 8, 232, 0.90625, 'intermediate', 5, 0.8828125)
(29, 4, 8, 242, 0.9453125, 'intermediate', 19, 0.90625)
(29, 4, 8, 242, 0.9453125)
(30, 4, 8, 226, 0.8828125, 'intermediate', 1, 0.828125)
(30, 4, 8, 234, 0.9140625, 'intermediate', 15, 0.8828125)
(30, 4, 8, 234, 0.9140625)
(31, 4, 8, 218, 0.8515625, 'intermediate', 1, 0.8203125)
(31, 4, 8, 218, 0.8515625)
(32, 4, 8, 220, 0.859375, 'intermediate', 5, 0.8125)
(32, 4, 8, 226, 0.8828125, 'intermediate', 16, 0.859375)
(32, 4, 8, 226, 0.8828125)
(33, 4, 8, 206, 0.8046875, 'intermediate', 1, 0.765625)
(33, 4, 8, 220, 0.859375, 'intermediate', 14, 0.8046875)
(33, 4, 8, 220, 0.859375)
(34, 4, 8, 200, 0.78125, 'intermediate', 1, 0.71875)
(34, 4, 8, 216, 0.84375, 'intermediate', 19, 0.78125)
(34, 4, 8, 216, 0.84375)
(35, 4, 8, 188, 0.734375, 'intermediate', 1, 0.6484375)
(35, 4, 8, 196, 0.765625, 'intermediate', 16, 0.734375)
(35, 4, 8, 200, 0.78125, 'intermediate', 19, 0.765625)
(35, 4, 8, 200, 0.78125)
(36, 4, 8, 186, 0.7265625, 'intermediate', 1, 0.6015625)
(36, 4, 8, 190, 0.7421875, 'intermediate', 19, 0.7265625)
(36, 4, 8, 190, 0.7421875)
(37, 4, 8, 182, 0.7109375, 'intermediate', 1, 0.53125)
(37, 4, 8, 192, 0.75, 'intermediate', 19, 0.7109375)
(37, 4, 8, 192, 0.75)
(38, 4, 8, 162, 0.6328125, 'intermediate', 1, 0.546875)
(38, 4, 8, 166, 0.6484375, 'intermediate', 5, 0.6328125)
(38, 4, 8, 166, 0.6484375)
(39, 4, 8, 176, 0.6875, 'intermediate', 1, 0.453125)
(39, 4, 8, 176, 0.6875)
(40, 4, 8, 164, 0.640625, 'intermediate', 1, 0.46875)
(40, 4, 8, 164, 0.640625)

('n', 'k', 'h', 'successful classifications', 'rate')
(1, 5, 1, 2, 1.0)
(2, 5, 1, 4, 1.0)
(3, 5, 1, 8, 1.0)
(4, 5, 1, 16, 1.0)
(5, 5, 1, 32, 1.0)
(6, 5, 1, 64, 1.0)
(7, 5, 1, 126, 0.984375)
(8, 5, 1, 240, 0.9375)
(9, 5, 1, 232, 0.90625)
(10, 5, 1, 200, 0.78125, 'intermediate', 7, 0.7734375)
(10, 5, 1, 200, 0.78125)
(11, 5, 1, 158, 0.6171875, 'intermediate', 1, 0.578125)
(11, 5, 1, 172, 0.671875, 'intermediate', 2, 0.6171875)
(11, 5, 1, 172, 0.671875)
(12, 5, 1, 136, 0.53125)
(13, 5, 1, 106, 0.4140625, 'intermediate', 2, 0.40625)
(13, 5, 1, 108, 0.421875, 'intermediate', 7, 0.4140625)
(13, 5, 1, 108, 0.421875)
KVC(0.5): (12, 5, 1)

(1, 5, 2, 2, 1.0)
(2, 5, 2, 4, 1.0)
(3, 5, 2, 8, 1.0)
(4, 5, 2, 16, 1.0)
(5, 5, 2, 32, 1.0)
(6, 5, 2, 64, 1.0)
(7, 5, 2, 128, 1.0)
(8, 5, 2, 250, 0.9765625, 'intermediate', 2, 0.96875)
(8, 5, 2, 252, 0.984375, 'intermediate', 4, 0.9765625)
(8, 5, 2, 252, 0.984375)
(9, 5, 2, 250, 0.9765625, 'intermediate', 15, 0.96875)
(9, 5, 2, 250, 0.9765625)
(10, 5, 2, 234, 0.9140625)
(11, 5, 2, 212, 0.828125, 'intermediate', 1, 0.8203125)
(11, 5, 2, 220, 0.859375, 'intermediate', 2, 0.828125)
(11, 5, 2, 226, 0.8828125, 'intermediate', 3, 0.859375)
(11, 5, 2, 228, 0.890625, 'intermediate', 8, 0.8828125)
(11, 5, 2, 228, 0.890625)
(12, 5, 2, 218, 0.8515625, 'intermediate', 7, 0.828125)
(12, 5, 2, 218, 0.8515625)
(13, 5, 2, 180, 0.703125, 'intermediate', 1, 0.6953125)
(13, 5, 2, 186, 0.7265625, 'intermediate', 2, 0.703125)
(13, 5, 2, 190, 0.7421875, 'intermediate', 7, 0.7265625)
(13, 5, 2, 194, 0.7578125, 'intermediate', 8, 0.7421875)
(13, 5, 2, 194, 0.7578125)
(14, 5, 2, 190, 0.7421875, 'intermediate', 1, 0.6796875)
(14, 5, 2, 190, 0.7421875)
(15, 5, 2, 164, 0.640625, 'intermediate', 1, 0.578125)
(15, 5, 2, 168, 0.65625, 'intermediate', 3, 0.640625)
(15, 5, 2, 170, 0.6640625, 'intermediate', 15, 0.65625)
(15, 5, 2, 170, 0.6640625)
(16, 5, 2, 146, 0.5703125, 'intermediate', 1, 0.5546875)
(16, 5, 2, 148, 0.578125, 'intermediate', 5, 0.5703125)
(16, 5, 2, 156, 0.609375, 'intermediate', 8, 0.578125)
(16, 5, 2, 156, 0.609375)
(17, 5, 2, 144, 0.5625, 'intermediate', 1, 0.5078125)
(17, 5, 2, 144, 0.5625)
(18, 5, 2, 126, 0.4921875, 'intermediate', 3, 0.453125)
(18, 5, 2, 130, 0.5078125, 'intermediate', 17, 0.4921875)
(18, 5, 2, 130, 0.5078125)
(19, 5, 2, 96, 0.375, 'intermediate', 1, 0.3671875)
(19, 5, 2, 106, 0.4140625, 'intermediate', 5, 0.375)
(19, 5, 2, 110, 0.4296875, 'intermediate', 19, 0.4140625)
(19, 5, 2, 110, 0.4296875)
KVC(0.5): (18, 5, 2)

(1, 5, 3, 2, 1.0)
(2, 5, 3, 4, 1.0)
(3, 5, 3, 8, 1.0)
(4, 5, 3, 16, 1.0)
(5, 5, 3, 32, 1.0)
(6, 5, 3, 64, 1.0)
(7, 5, 3, 128, 1.0)
(8, 5, 3, 256, 1.0)
(9, 5, 3, 256, 1.0)
(10, 5, 3, 254, 0.9921875, 'intermediate', 1, 0.984375)
(10, 5, 3, 256, 1.0)
(11, 5, 3, 252, 0.984375, 'intermediate', 1, 0.9765625)
(11, 5, 3, 256, 1.0)
(12, 5, 3, 254, 0.9921875, 'intermediate', 3, 0.96875)
(12, 5, 3, 254, 0.9921875)
(13, 5, 3, 248, 0.96875, 'intermediate', 11, 0.9609375)
(13, 5, 3, 252, 0.984375, 'intermediate', 12, 0.96875)
(13, 5, 3, 252, 0.984375)
(14, 5, 3, 246, 0.9609375, 'intermediate', 1, 0.953125)
(14, 5, 3, 250, 0.9765625, 'intermediate', 3, 0.9609375)
(14, 5, 3, 250, 0.9765625)
(15, 5, 3, 242, 0.9453125, 'intermediate', 1, 0.9296875)
(15, 5, 3, 244, 0.953125, 'intermediate', 3, 0.9453125)
(15, 5, 3, 246, 0.9609375, 'intermediate', 11, 0.953125)
(15, 5, 3, 246, 0.9609375)
(16, 5, 3, 242, 0.9453125)
(17, 5, 3, 232, 0.90625)
(18, 5, 3, 216, 0.84375, 'intermediate', 1, 0.8359375)
(18, 5, 3, 220, 0.859375, 'intermediate', 3, 0.84375)
(18, 5, 3, 220, 0.859375)
(19, 5, 3, 212, 0.828125, 'intermediate', 11, 0.8046875)
(19, 5, 3, 212, 0.828125)
(20, 5, 3, 194, 0.7578125, 'intermediate', 1, 0.7421875)
(20, 5, 3, 194, 0.7578125)
(21, 5, 3, 172, 0.671875, 'intermediate', 3, 0.6640625)
(21, 5, 3, 180, 0.703125, 'intermediate', 11, 0.671875)
(21, 5, 3, 180, 0.703125)
(22, 5, 3, 172, 0.671875)
(23, 5, 3, 156, 0.609375, 'intermediate', 5, 0.53125)
(23, 5, 3, 156, 0.609375)
(24, 5, 3, 134, 0.5234375, 'intermediate', 1, 0.4921875)
(24, 5, 3, 136, 0.53125, 'intermediate', 3, 0.5234375)
(24, 5, 3, 140, 0.546875, 'intermediate', 13, 0.53125)
(24, 5, 3, 140, 0.546875)
(25, 5, 3, 98, 0.3828125, 'intermediate', 2, 0.375)
(25, 5, 3, 132, 0.515625, 'intermediate', 3, 0.3828125)
(25, 5, 3, 132, 0.515625)
(26, 5, 3, 104, 0.40625, 'intermediate', 1, 0.3671875)
(26, 5, 3, 110, 0.4296875, 'intermediate', 13, 0.40625)
(26, 5, 3, 110, 0.4296875)
KVC(0.5): (25, 5, 3)

(1, 5, 4, 2, 1.0)
(2, 5, 4, 4, 1.0)
(3, 5, 4, 8, 1.0)
(4, 5, 4, 16, 1.0)
(5, 5, 4, 32, 1.0)
(6, 5, 4, 64, 1.0)
(7, 5, 4, 128, 1.0)
(8, 5, 4, 256, 1.0)
(9, 5, 4, 256, 1.0)
(10, 5, 4, 256, 1.0)
(11, 5, 4, 256, 1.0)
(12, 5, 4, 256, 1.0)
(13, 5, 4, 256, 1.0)
(14, 5, 4, 256, 1.0)
(15, 5, 4, 256, 1.0)
(16, 5, 4, 254, 0.9921875, 'intermediate', 1, 0.9765625)
(16, 5, 4, 254, 0.9921875)
(17, 5, 4, 250, 0.9765625, 'intermediate', 1, 0.96875)
(17, 5, 4, 250, 0.9765625)
(18, 5, 4, 252, 0.984375, 'intermediate', 1, 0.9765625)
(18, 5, 4, 252, 0.984375)
(19, 5, 4, 244, 0.953125, 'intermediate', 1, 0.9375)
(19, 5, 4, 246, 0.9609375, 'intermediate', 14, 0.953125)
(19, 5, 4, 246, 0.9609375)
(20, 5, 4, 242, 0.9453125, 'intermediate', 1, 0.9140625)
(20, 5, 4, 242, 0.9453125)
(21, 5, 4, 236, 0.921875, 'intermediate', 1, 0.8359375)
(21, 5, 4, 238, 0.9296875, 'intermediate', 3, 0.921875)
(21, 5, 4, 246, 0.9609375, 'intermediate', 5, 0.9296875)
(21, 5, 4, 246, 0.9609375)
(22, 5, 4, 236, 0.921875, 'intermediate', 1, 0.8515625)
(22, 5, 4, 236, 0.921875)
(23, 5, 4, 228, 0.890625, 'intermediate', 1, 0.765625)
(23, 5, 4, 228, 0.890625)
(24, 5, 4, 210, 0.8203125, 'intermediate', 1, 0.7421875)
(24, 5, 4, 210, 0.8203125)
(25, 5, 4, 202, 0.7890625, 'intermediate', 1, 0.6875)
(25, 5, 4, 202, 0.7890625)
(26, 5, 4, 204, 0.796875, 'intermediate', 1, 0.6484375)
(26, 5, 4, 204, 0.796875)
(27, 5, 4, 178, 0.6953125, 'intermediate', 1, 0.5859375)
(27, 5, 4, 180, 0.703125, 'intermediate', 13, 0.6953125)
(27, 5, 4, 182, 0.7109375, 'intermediate', 19, 0.703125)
(27, 5, 4, 182, 0.7109375)
(28, 5, 4, 162, 0.6328125, 'intermediate', 1, 0.453125)
(28, 5, 4, 172, 0.671875, 'intermediate', 5, 0.6328125)
(28, 5, 4, 172, 0.671875)
(29, 5, 4, 156, 0.609375, 'intermediate', 1, 0.484375)
(29, 5, 4, 156, 0.609375)
(30, 5, 4, 144, 0.5625, 'intermediate', 1, 0.3828125)
(30, 5, 4, 150, 0.5859375, 'intermediate', 14, 0.5625)
(30, 5, 4, 150, 0.5859375)
(31, 5, 4, 130, 0.5078125, 'intermediate', 1, 0.34375)
(31, 5, 4, 134, 0.5234375, 'intermediate', 14, 0.5078125)
(31, 5, 4, 134, 0.5234375)
(32, 5, 4, 114, 0.4453125, 'intermediate', 1, 0.2890625)
(32, 5, 4, 118, 0.4609375, 'intermediate', 5, 0.4453125)
(32, 5, 4, 126, 0.4921875, 'intermediate', 19, 0.4609375)
(32, 5, 4, 126, 0.4921875)
KVC(0.5): (31, 5, 4)

(1, 5, 5, 2, 1.0)
(2, 5, 5, 4, 1.0)
(3, 5, 5, 8, 1.0)
(4, 5, 5, 16, 1.0)
(5, 5, 5, 32, 1.0)
(6, 5, 5, 64, 1.0)
(7, 5, 5, 128, 1.0)
(8, 5, 5, 256, 1.0)
(9, 5, 5, 256, 1.0)
(10, 5, 5, 256, 1.0)
(11, 5, 5, 256, 1.0)
(12, 5, 5, 256, 1.0)
(13, 5, 5, 256, 1.0)
(14, 5, 5, 256, 1.0)
(15, 5, 5, 256, 1.0)
(16, 5, 5, 256, 1.0)
(17, 5, 5, 256, 1.0)
(18, 5, 5, 256, 1.0)
(19, 5, 5, 250, 0.9765625, 'intermediate', 1, 0.953125)
(19, 5, 5, 252, 0.984375, 'intermediate', 5, 0.9765625)
(19, 5, 5, 252, 0.984375)
(20, 5, 5, 250, 0.9765625, 'intermediate', 1, 0.953125)
(20, 5, 5, 252, 0.984375, 'intermediate', 10, 0.9765625)
(20, 5, 5, 252, 0.984375)
(21, 5, 5, 242, 0.9453125, 'intermediate', 1, 0.9375)
(21, 5, 5, 248, 0.96875, 'intermediate', 2, 0.9453125)
(21, 5, 5, 254, 0.9921875, 'intermediate', 14, 0.96875)
(21, 5, 5, 254, 0.9921875)
(22, 5, 5, 246, 0.9609375, 'intermediate', 1, 0.9296875)
(22, 5, 5, 248, 0.96875, 'intermediate', 14, 0.9609375)
(22, 5, 5, 250, 0.9765625, 'intermediate', 17, 0.96875)
(22, 5, 5, 250, 0.9765625)
(23, 5, 5, 242, 0.9453125, 'intermediate', 1, 0.890625)
(23, 5, 5, 244, 0.953125, 'intermediate', 13, 0.9453125)
(23, 5, 5, 244, 0.953125)
(24, 5, 5, 244, 0.953125, 'intermediate', 1, 0.8359375)
(24, 5, 5, 244, 0.953125)
(25, 5, 5, 230, 0.8984375, 'intermediate', 1, 0.8359375)
(25, 5, 5, 238, 0.9296875, 'intermediate', 13, 0.8984375)
(25, 5, 5, 238, 0.9296875)
(26, 5, 5, 224, 0.875, 'intermediate', 1, 0.7890625)
(26, 5, 5, 232, 0.90625, 'intermediate', 14, 0.875)
(26, 5, 5, 232, 0.90625)
(27, 5, 5, 212, 0.828125, 'intermediate', 1, 0.796875)
(27, 5, 5, 232, 0.90625, 'intermediate', 13, 0.828125)
(27, 5, 5, 232, 0.90625)
(28, 5, 5, 196, 0.765625, 'intermediate', 1, 0.65625)
(28, 5, 5, 200, 0.78125, 'intermediate', 2, 0.765625)
(28, 5, 5, 204, 0.796875, 'intermediate', 10, 0.78125)
(28, 5, 5, 208, 0.8125, 'intermediate', 13, 0.796875)
(28, 5, 5, 208, 0.8125)
(29, 5, 5, 206, 0.8046875, 'intermediate', 1, 0.703125)
(29, 5, 5, 216, 0.84375, 'intermediate', 14, 0.8046875)
(29, 5, 5, 216, 0.84375)
(30, 5, 5, 200, 0.78125, 'intermediate', 1, 0.640625)
(30, 5, 5, 200, 0.78125)
(31, 5, 5, 190, 0.7421875, 'intermediate', 1, 0.5390625)
(31, 5, 5, 192, 0.75, 'intermediate', 13, 0.7421875)
(31, 5, 5, 192, 0.75)
(32, 5, 5, 176, 0.6875, 'intermediate', 1, 0.546875)
(32, 5, 5, 182, 0.7109375, 'intermediate', 13, 0.6875)
(32, 5, 5, 182, 0.7109375)
(33, 5, 5, 160, 0.625, 'intermediate', 1, 0.5078125)
(33, 5, 5, 164, 0.640625, 'intermediate', 13, 0.625)
(33, 5, 5, 164, 0.640625)
(34, 5, 5, 162, 0.6328125, 'intermediate', 1, 0.4609375)
(34, 5, 5, 162, 0.6328125)
(35, 5, 5, 132, 0.515625, 'intermediate', 1, 0.3828125)
(35, 5, 5, 134, 0.5234375, 'intermediate', 12, 0.515625)
(35, 5, 5, 138, 0.5390625, 'intermediate', 13, 0.5234375)
(35, 5, 5, 144, 0.5625, 'intermediate', 14, 0.5390625)
(35, 5, 5, 144, 0.5625)
(36, 5, 5, 134, 0.5234375, 'intermediate', 1, 0.3984375)
(36, 5, 5, 134, 0.5234375)
(37, 5, 5, 132, 0.515625, 'intermediate', 1, 0.3515625)
(37, 5, 5, 132, 0.515625)
(38, 5, 5, 92, 0.359375, 'intermediate', 1, 0.3125)
(38, 5, 5, 98, 0.3828125, 'intermediate', 10, 0.359375)
(38, 5, 5, 110, 0.4296875, 'intermediate', 13, 0.3828125)
(38, 5, 5, 114, 0.4453125, 'intermediate', 15, 0.4296875)
(38, 5, 5, 114, 0.4453125)
KVC(0.5): (37, 5, 5)

(1, 5, 6, 2, 1.0)
(2, 5, 6, 4, 1.0)
(3, 5, 6, 8, 1.0)
(4, 5, 6, 16, 1.0)
(5, 5, 6, 32, 1.0)
(6, 5, 6, 64, 1.0)
(7, 5, 6, 128, 1.0)
(8, 5, 6, 256, 1.0)
(9, 5, 6, 256, 1.0)
(10, 5, 6, 256, 1.0)
(11, 5, 6, 256, 1.0)
(12, 5, 6, 256, 1.0)
(13, 5, 6, 256, 1.0)
(14, 5, 6, 256, 1.0)
(15, 5, 6, 256, 1.0)
(16, 5, 6, 256, 1.0)
(17, 5, 6, 256, 1.0)
(18, 5, 6, 256, 1.0)
(19, 5, 6, 256, 1.0)
(20, 5, 6, 256, 1.0)
(21, 5, 6, 256, 1.0)
(22, 5, 6, 256, 1.0)
(23, 5, 6, 254, 0.9921875)
(24, 5, 6, 252, 0.984375, 'intermediate', 1, 0.9609375)
(24, 5, 6, 254, 0.9921875, 'intermediate', 19, 0.984375)
(24, 5, 6, 254, 0.9921875)
(25, 5, 6, 252, 0.984375, 'intermediate', 1, 0.96875)
(25, 5, 6, 252, 0.984375)
(26, 5, 6, 250, 0.9765625, 'intermediate', 1, 0.90625)
(26, 5, 6, 252, 0.984375, 'intermediate', 13, 0.9765625)
(26, 5, 6, 252, 0.984375)
(27, 5, 6, 242, 0.9453125, 'intermediate', 1, 0.9140625)
(27, 5, 6, 246, 0.9609375, 'intermediate', 13, 0.9453125)
(27, 5, 6, 246, 0.9609375)
(28, 5, 6, 236, 0.921875, 'intermediate', 1, 0.8359375)
(28, 5, 6, 238, 0.9296875, 'intermediate', 4, 0.921875)
(28, 5, 6, 248, 0.96875, 'intermediate', 13, 0.9296875)
(28, 5, 6, 248, 0.96875)
(29, 5, 6, 238, 0.9296875, 'intermediate', 1, 0.875)
(29, 5, 6, 238, 0.9296875)
(30, 5, 6, 224, 0.875, 'intermediate', 1, 0.765625)
(30, 5, 6, 226, 0.8828125, 'intermediate', 13, 0.875)
(30, 5, 6, 228, 0.890625, 'intermediate', 19, 0.8828125)
(30, 5, 6, 228, 0.890625)
(31, 5, 6, 222, 0.8671875, 'intermediate', 1, 0.7421875)
(31, 5, 6, 226, 0.8828125, 'intermediate', 13, 0.8671875)
(31, 5, 6, 226, 0.8828125)
(32, 5, 6, 198, 0.7734375, 'intermediate', 1, 0.7265625)
(32, 5, 6, 210, 0.8203125, 'intermediate', 5, 0.7734375)
(32, 5, 6, 212, 0.828125, 'intermediate', 13, 0.8203125)
(32, 5, 6, 218, 0.8515625, 'intermediate', 16, 0.828125)
(32, 5, 6, 218, 0.8515625)
(33, 5, 6, 202, 0.7890625, 'intermediate', 1, 0.703125)
(33, 5, 6, 212, 0.828125, 'intermediate', 13, 0.7890625)
(33, 5, 6, 212, 0.828125)
(34, 5, 6, 188, 0.734375, 'intermediate', 1, 0.6640625)
(34, 5, 6, 192, 0.75, 'intermediate', 5, 0.734375)
(34, 5, 6, 194, 0.7578125, 'intermediate', 14, 0.75)
(34, 5, 6, 200, 0.78125, 'intermediate', 16, 0.7578125)
(34, 5, 6, 200, 0.78125)
(35, 5, 6, 180, 0.703125, 'intermediate', 1, 0.65625)
(35, 5, 6, 194, 0.7578125, 'intermediate', 13, 0.703125)
(35, 5, 6, 194, 0.7578125)
(36, 5, 6, 180, 0.703125, 'intermediate', 1, 0.59375)
(36, 5, 6, 194, 0.7578125, 'intermediate', 13, 0.703125)
(36, 5, 6, 194, 0.7578125)
(37, 5, 6, 168, 0.65625, 'intermediate', 1, 0.5546875)
(37, 5, 6, 174, 0.6796875, 'intermediate', 13, 0.65625)
(37, 5, 6, 174, 0.6796875)
(38, 5, 6, 152, 0.59375, 'intermediate', 1, 0.4609375)
(38, 5, 6, 154, 0.6015625, 'intermediate', 13, 0.59375)
(38, 5, 6, 160, 0.625, 'intermediate', 16, 0.6015625)
(38, 5, 6, 160, 0.625)
(39, 5, 6, 140, 0.546875, 'intermediate', 1, 0.40625)
(39, 5, 6, 148, 0.578125, 'intermediate', 2, 0.546875)
(39, 5, 6, 152, 0.59375, 'intermediate', 6, 0.578125)
(39, 5, 6, 152, 0.59375)
(40, 5, 6, 126, 0.4921875, 'intermediate', 1, 0.4296875)
(40, 5, 6, 134, 0.5234375, 'intermediate', 2, 0.4921875)
(40, 5, 6, 142, 0.5546875, 'intermediate', 16, 0.5234375)
(40, 5, 6, 142, 0.5546875)


(1, 5, 7, 2, 1.0)
(2, 5, 7, 4, 1.0)
(3, 5, 7, 8, 1.0)
(4, 5, 7, 16, 1.0)
(5, 5, 7, 32, 1.0)
(6, 5, 7, 64, 1.0)
(7, 5, 7, 128, 1.0)
(8, 5, 7, 256, 1.0)
(9, 5, 7, 256, 1.0)
(10, 5, 7, 256, 1.0)
(11, 5, 7, 256, 1.0)
(12, 5, 7, 256, 1.0)
(13, 5, 7, 256, 1.0)
(14, 5, 7, 256, 1.0)
(15, 5, 7, 256, 1.0)
(16, 5, 7, 256, 1.0)
(17, 5, 7, 256, 1.0)
(18, 5, 7, 256, 1.0)
(19, 5, 7, 256, 1.0)
(20, 5, 7, 256, 1.0)
(21, 5, 7, 256, 1.0)
(22, 5, 7, 256, 1.0)
(23, 5, 7, 256, 1.0)
(24, 5, 7, 256, 1.0)
(25, 5, 7, 256, 1.0)
(26, 5, 7, 254, 0.9921875, 'intermediate', 1, 0.984375)
(26, 5, 7, 256, 1.0)
(27, 5, 7, 254, 0.9921875, 'intermediate', 1, 0.9609375)
(27, 5, 7, 256, 1.0)
(28, 5, 7, 254, 0.9921875, 'intermediate', 1, 0.953125)
(28, 5, 7, 256, 1.0)
(29, 5, 7, 252, 0.984375, 'intermediate', 1, 0.9609375)
(29, 5, 7, 254, 0.9921875, 'intermediate', 13, 0.984375)
(29, 5, 7, 254, 0.9921875)
(30, 5, 7, 254, 0.9921875, 'intermediate', 1, 0.9375)
(30, 5, 7, 254, 0.9921875)
(31, 5, 7, 248, 0.96875, 'intermediate', 1, 0.9140625)
(31, 5, 7, 250, 0.9765625, 'intermediate', 13, 0.96875)
(31, 5, 7, 250, 0.9765625)
(32, 5, 7, 248, 0.96875, 'intermediate', 1, 0.90625)
(32, 5, 7, 250, 0.9765625, 'intermediate', 13, 0.96875)
(32, 5, 7, 250, 0.9765625)
(33, 5, 7, 244, 0.953125, 'intermediate', 1, 0.8984375)
(33, 5, 7, 252, 0.984375, 'intermediate', 13, 0.953125)
(33, 5, 7, 252, 0.984375)
(34, 5, 7, 246, 0.9609375, 'intermediate', 1, 0.859375)
(34, 5, 7, 246, 0.9609375)
(35, 5, 7, 228, 0.890625, 'intermediate', 1, 0.8359375)
(35, 5, 7, 230, 0.8984375, 'intermediate', 2, 0.890625)
(35, 5, 7, 242, 0.9453125, 'intermediate', 13, 0.8984375)
(35, 5, 7, 242, 0.9453125)
(36, 5, 7, 230, 0.8984375, 'intermediate', 1, 0.796875)
(36, 5, 7, 232, 0.90625, 'intermediate', 13, 0.8984375)
(36, 5, 7, 232, 0.90625)
(37, 5, 7, 232, 0.90625, 'intermediate', 1, 0.8046875)
(37, 5, 7, 232, 0.90625)
(38, 5, 7, 214, 0.8359375, 'intermediate', 1, 0.71875)
(38, 5, 7, 216, 0.84375, 'intermediate', 13, 0.8359375)
(38, 5, 7, 222, 0.8671875, 'intermediate', 16, 0.84375)
(38, 5, 7, 222, 0.8671875)
(39, 5, 7, 212, 0.828125, 'intermediate', 1, 0.734375)
(39, 5, 7, 216, 0.84375, 'intermediate', 13, 0.828125)
(39, 5, 7, 216, 0.84375)
(40, 5, 7, 216, 0.84375, 'intermediate', 1, 0.7265625)
(40, 5, 7, 226, 0.8828125, 'intermediate', 19, 0.84375)
(40, 5, 7, 226, 0.8828125)


(1, 5, 8, 2, 1.0)
(2, 5, 8, 4, 1.0)
(3, 5, 8, 8, 1.0)
(4, 5, 8, 16, 1.0)
(5, 5, 8, 32, 1.0)
(6, 5, 8, 64, 1.0)
(7, 5, 8, 128, 1.0)
(8, 5, 8, 256, 1.0)
(9, 5, 8, 256, 1.0)
(10, 5, 8, 256, 1.0)
(11, 5, 8, 256, 1.0)
(12, 5, 8, 256, 1.0)
(13, 5, 8, 256, 1.0)
(14, 5, 8, 256, 1.0)
(15, 5, 8, 256, 1.0)
(16, 5, 8, 256, 1.0)
(17, 5, 8, 256, 1.0)
(18, 5, 8, 256, 1.0)
(19, 5, 8, 256, 1.0)
(20, 5, 8, 256, 1.0)
(21, 5, 8, 256, 1.0)
(22, 5, 8, 256, 1.0)
(23, 5, 8, 256, 1.0)
(24, 5, 8, 256, 1.0)
(25, 5, 8, 256, 1.0)
(26, 5, 8, 256, 1.0)
(27, 5, 8, 254, 0.9921875, 'intermediate', 1, 0.984375)
(27, 5, 8, 256, 1.0)
(28, 5, 8, 256, 1.0)
(29, 5, 8, 254, 0.9921875, 'intermediate', 1, 0.984375)
(29, 5, 8, 256, 1.0)
(30, 5, 8, 256, 1.0)
(31, 5, 8, 254, 0.9921875, 'intermediate', 1, 0.9296875)
(31, 5, 8, 254, 0.9921875)
(32, 5, 8, 252, 0.984375, 'intermediate', 1, 0.9375)
(32, 5, 8, 252, 0.984375)
(33, 5, 8, 244, 0.953125, 'intermediate', 1, 0.8984375)
(33, 5, 8, 248, 0.96875, 'intermediate', 2, 0.953125)
(33, 5, 8, 250, 0.9765625, 'intermediate', 15, 0.96875)
(33, 5, 8, 252, 0.984375, 'intermediate', 16, 0.9765625)
(33, 5, 8, 252, 0.984375)
(34, 5, 8, 250, 0.9765625, 'intermediate', 1, 0.8671875)
(34, 5, 8, 250, 0.9765625)
(35, 5, 8, 244, 0.953125, 'intermediate', 1, 0.8984375)
(35, 5, 8, 248, 0.96875, 'intermediate', 8, 0.953125)
(35, 5, 8, 250, 0.9765625, 'intermediate', 19, 0.96875)
(35, 5, 8, 250, 0.9765625)
(36, 5, 8, 250, 0.9765625, 'intermediate', 1, 0.8828125)
(36, 5, 8, 250, 0.9765625)
(37, 5, 8, 246, 0.9609375, 'intermediate', 1, 0.8828125)
(37, 5, 8, 246, 0.9609375)
(38, 5, 8, 238, 0.9296875, 'intermediate', 1, 0.8203125)
(38, 5, 8, 238, 0.9296875)
(39, 5, 8, 234, 0.9140625, 'intermediate', 1, 0.828125)
(39, 5, 8, 234, 0.9140625)
(40, 5, 8, 230, 0.8984375, 'intermediate', 1, 0.796875)
(40, 5, 8, 230, 0.8984375)
done

code:

N = 40
K = [1,2,3,4,5]
H = [2,3,4,5,6,7,8]

import itertools
import numpy
import random
from sklearn.neural_network import MLPClassifier

results = []
print("n","k","h","successful classifications", "rate")
for k in K:
    numpy.random.seed(0)
    # print data
    for h in H:
        numpy.random.seed(0)
        for n in range(N):
            n += 1
            data_results = []
            for r_data in range(20):
                numpy.random.seed(r_data)
                if False: #k == 1:
                    data = [[d] for d in range(N)]
                else:
                    data = numpy.random.uniform(size=[N,k])
                numpy.random.seed(0)
                true_results = 0
                if n <= 8:
                    labellist = ["".join(item) for item in itertools.product("10", repeat=n)]
                else:
                    labellist = [bin(numpy.random.randint(2**(N+2)+1, 2**(N+2)+1+2**n))[-n:] for i in range(256)]
                for labelstring in labellist:
                    labels = [int(i) for i in labelstring]
                    d = data[:n]
                    for r_mlp in range(10): #lbfgs
                        clf = MLPClassifier(
                            hidden_layer_sizes=(h,), random_state=r_mlp, 
                            #activation='relu', solver="lbfgs",
                            activation='relu', solver="lbfgs",
                            alpha=0)
                        #clf = MLPClassifier(hidden_layer_sizes=(1,), random_state=r, activation='identity', solver="lbfgs")
                        clf.fit(d, labels)
                        if (clf.predict(d) == labels).all():
                            true_results += 1
                            break
                # true_results are always an even number!
                true_results += true_results % 2
                if true_results == 2**min(n,8):
                    data_results.append(true_results)
                    break
                if data_results and true_results > max(data_results):
                    print(n, k, h, true_results, true_results*1.0/2**min(n,8), "intermediate", r_data, max(data_results)*1.0/2**min(n,8))
                data_results.append(true_results)
            true_results = max(data_results)
            print(n, k, h, true_results, true_results*1.0/2**min(n,8))
            results.append((n, k, h, true_results, true_results*1.0/2**min(n,8)))
            if true_results*1.0/2**min(n,8) < 0.5:
                print "KVC(0.5): "+str((n-1,k, h))
                print
                break
    print "done"