Mashinali o’qitishda tanib olish va sinflashtirish masalalari

Masala va topshiriqlar

1. Bizga (8.11-jadval) oʻqituvchi va (8.12-jadval) koʻrinishdagi STlar berilgan.

8.11 - jadval

Sinflar	Obyektlar	Belgilar
		x1	x2	x3	x4	x5	x6	x7	x8	x9	x10	x11	x12
V1	X1	1	0	1	1	1	1	0	1	1	1	1	0
	X2	1	1	0	0	1	1	1	0	0	1	1	1
	X3	0	1	1	0	1	0	1	1	0	1	0	1
	X4	1	0	1	1	0	1	0	1	1	0	1	0
	X5	0	1	1	0	1	0	1	1	0	1	0	1
V2	X6	1	0	0	0	1	1	0	0	0	1	1	0
	X7	1	1	1	1	0	1	1	1	1	0	1	1
	X8	0	0	1	1	0	0	0	1	1	0	0	0
	X9	1	1	0	0	1	1	1	0	0	1	1	1
	X10	1	1	0	1	1	1	1	0	1	1	1	1

8.12-jadval. Topshiriq variantlari.

Variant-lar	Obyekt-lar	Belgilar
		x1	x2	x3	x4	x5	x6	x7	x8	x9	x10	x11	x12
1		1	0	1	0	1	0	0	1	0	1	1	0
2		1	1	0	0	1	0	1	0	0	1	0	1
3		0	1	1	0	1	0	1	0	0	1	1	1
4		1	0	1	1	0	1	0	0	1	1	1	0
5		0	1	0	0	1	0	1	1	1	1	0	1
6		1	0	1	0	1	1	0	1	0	1	1	0
7		1	0	1	0	0	1	1	0	1	0	1	1
8		1	0	1	1	0	1	0	1	1	0	1	0
9		1	1	0	0	1	0	1	0	0	1	0	1
10		0	1	0	1	1	0	1	0	1	1	0	1
11		1	0	1	0	0	0	0	1	0	1	1	1
12		1	1	1	0	1	0	1	1	0	1	0	1
13		0	1	0	0	1	1	1	0	0	1	1	1
14		1	1	1	1	0	1	1	0	1	0	1	0
15		0	1	0	1	1	1	0	1	0	1	0	1
16		1	0	1	1	0	0	1	1	1	1	1	0
17		0	0	1	1	0	1	0	0	1	1	1	1
18		1	0	0	1	0	0	1	1	0	1	1	0
19		1	0	1	1	1	1	1	0	1	1	0	1
20		0	1	1	1	1	0	0	0	0	1	1	1
21		0	0	1	0	1	1	1	1	0	1	1	0
22		1	1	1	1	1	0	0	0	0	0	0	0
23		1	0	0	0	1	1	1	1	1	1	1	1
24		1	1	0	0	1	1	0	0	1	1	0	0
25		0	0	0	1	1	1	0	0	0	1	1	1
26		1	1	1	1	0	0	0	0	1	1	1	1
27		0	0	0	0	0	1	1	1	1	1	0	0
28		1	1	1	1	1	1	0	0	0	0	0	0
29		0	0	0	1	1	1	1	1	0	0	0	0

Talab etiladi: (8.11-jadval) STdagi obyektlarni oʻxshashlik funksiyalaridan foydalanib, (8.12-jadval) ETdagi yoki sinfga qarashliligini aniqlaydigan dasturiy ta’minotni ishlab chiqing.

2. Bizga T_6,12,2 etalon (8.13-jadval) va ST(8.14-jadval)lar berilgan boʻlsin.

8.13-jadval. 8.14-jadval.

	a1	a2	a3	a4	a5	a6	Sinf
S1	1	37	0	1	97	0	K1
S2	0	36	1	0	88	1
S3	1	37	0	0	86	1
S4	0	36	1	0	87	0
S5	0	35	1	1	89	1
S6	1	38	0	0	86	0
S7	0	35	0	1	86	1	K2
S8	1	36	0	1	89	1
S9	0	37	1	0	85	0
S10	1	38	0	1	86	1
S11	1	36	1	0	85	0
S12	1	37	1	1	84	1