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CSAI2026 labs: Lab-2..Lab-6 (Practical + Solution, data), Module-2..Module-6 notebooks and datasets

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mikrotik
2026-10-12 19:16:14 +07:00
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Module-4/datasets-1/sms_spam_perceptron.csv
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"type","sex","buy"
"ham","0","1"
"ham","0","1"
"ham","1","1"
"spam","1","0"
"ham","0","1"
"spam","1","0"
"ham","0","1"
"ham","0","1"
"spam","2","1"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"spam","1","0"
"ham","0","1"
"ham","0","2"
"ham","0","1"
"spam","1","2"
"ham","0","1"
"spam","1","0"
"ham","0","1"
"spam","1","0"
"ham","0","1"
"spam","2","0"
"ham","0","1"
"spam","1","0"
"ham","0","2"
"spam","1","0"
"ham","0","2"
"ham","0","1"
"ham","0","1"
"ham","1","0"
"ham","0","1"
"spam","1","0"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"spam","1","0"
"ham","0","1"
"ham","1","0"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"spam","1","0"
"ham","0","1"
"ham","0","1"
"spam","1","0"
"spam","1","0"
"spam","1","0"
"ham","1","0"
"ham","0","2"
"ham","0","1"
"ham","0","1"
"ham","1","0"
"ham","0","1"
"ham","0","1"
"spam","1","0"
"ham","0","1"
"ham","0","1"
"ham","1","0"
"spam","2","0"
"ham","1","0"
"ham","1","0"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"ham","1","0"
"spam","1","0"
"ham","0","1"
"ham","1","0"
"ham","0","1"
"ham","0","2"
"ham","0","1"
"ham","1","0"
"spam","1","0"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"ham","1","0"
"spam","2","0"
"ham","0","3"
"spam","1","0"
"ham","0","1"
"spam","1","0"
"ham","1","0"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"ham","0","2"
"ham","0","1"
"ham","0","1"
"ham","0","1"
"spam","1","0"
"ham","0","1"
1 type sex buy
2 ham 0 1
3 ham 0 1
4 ham 1 1
5 spam 1 0
6 ham 0 1
7 spam 1 0
8 ham 0 1
9 ham 0 1
10 spam 2 1
11 ham 0 1
12 ham 0 1
13 ham 0 1
14 ham 0 1
15 ham 0 1
16 spam 1 0
17 ham 0 1
18 ham 0 2
19 ham 0 1
20 spam 1 2
21 ham 0 1
22 spam 1 0
23 ham 0 1
24 spam 1 0
25 ham 0 1
26 spam 2 0
27 ham 0 1
28 spam 1 0
29 ham 0 2
30 spam 1 0
31 ham 0 2
32 ham 0 1
33 ham 0 1
34 ham 1 0
35 ham 0 1
36 spam 1 0
37 ham 0 1
38 ham 0 1
39 ham 0 1
40 spam 1 0
41 ham 0 1
42 ham 1 0
43 ham 0 1
44 ham 0 1
45 ham 0 1
46 spam 1 0
47 ham 0 1
48 ham 0 1
49 spam 1 0
50 spam 1 0
51 spam 1 0
52 ham 1 0
53 ham 0 2
54 ham 0 1
55 ham 0 1
56 ham 1 0
57 ham 0 1
58 ham 0 1
59 spam 1 0
60 ham 0 1
61 ham 0 1
62 ham 1 0
63 spam 2 0
64 ham 1 0
65 ham 1 0
66 ham 0 1
67 ham 0 1
68 ham 0 1
69 ham 1 0
70 spam 1 0
71 ham 0 1
72 ham 1 0
73 ham 0 1
74 ham 0 2
75 ham 0 1
76 ham 1 0
77 spam 1 0
78 ham 0 1
79 ham 0 1
80 ham 0 1
81 ham 0 1
82 ham 0 1
83 ham 1 0
84 spam 2 0
85 ham 0 3
86 spam 1 0
87 ham 0 1
88 spam 1 0
89 ham 1 0
90 ham 0 1
91 ham 0 1
92 ham 0 1
93 ham 0 1
94 ham 0 1
95 ham 0 2
96 ham 0 1
97 ham 0 1
98 ham 0 1
99 spam 1 0
100 ham 0 1