Rule no. | Rule body | Support | Confidence | Lift |
---|---|---|---|---|
Cluster 1 | ||||
1 | {HIW, INT, COL} →{1} | 0.54 | 0.75 | 5.24 |
2 | {HIW, CUR} → {1, DUS} | 0.45 | 0.86 | 4.47 |
3 | {NHW, INT, MAR} → {>2, DLT} | 0.65 | 0.61 | 2.31 |
4 | {NHW, INT} → {COL} | 0.38 | 0.52 | 2.63 |
5 | {HIW, MAR} → {+2} | 0.35 | 0.55 | 1.54 |
6 | {NHW, COL} → {+2} | 0.58 | 0.65 | 1.26 |
7 | {INT, COL} → {NLT} | 0.62 | 0.66 | 1.23 |
8 | {MAR, DUS} → {INT, T5} | 0.36 | 0.54 | 1.20 |
9 | {HIW, HOS} → {T6} | 0.54 | 0.84 | 1.14 |
10 | {MAR, T6} → {HIW} | 0.47 | 0.69 | 1.11 |
Cluster 2 | ||||
11 | {HIW, SLP} → {HIL} | 0.63 | 0.8 | 3.16 |
12 | {HIW, NLT} → {FOR} | 0.56 | 0.74 | 3.14 |
13 | {HIW, AGL} → {+2} | 0.40 | 0.68 | 2.75 |
14 | {HIW}→ {AGL} | 0.54 | 0.75 | 2.71 |
15 | {FOR, T6] → {CUR, NLT} | 0.56 | 0.74 | 1.98 |
16 | {CUR} → {HIL, T2] | 0.69 | 0.71 | 1.95 |
17 | {HIL, CUR} → {+2} | 0.36 | 0.65 | 1.65 |
18 | {AGL, CUR} → {T5} | 0.42 | 0.58 | 1.35 |
19 | {YNG, HIL} → {T3, CUR} | 0.45 | 0.64 | 1.23 |
20 | {FOR, UNK} → {NLT} | 0.39 | 0.46 | 1.15 |
Cluster 3 | ||||
21 | {HIW, HIL} → {+2, CR} | 0.78 | 0.90 | 3.18 |
22 | {CUR, HIL, ADL} → {HIW} | 0.64 | 0.85 | 2.93 |
23 | {HIW, HIL, +2} → {CR} | 0.85 | 0.95 | 2.87 |
24 | {HIW, CUR} → {HIL} | 0.82 | 0.88 | 2.58 |
25 | {FOR} → {NC} | 0.78 | 0.65 | 1.78 |
26 | {NHW} → {FOR} | 0.45 | 0.50 | 1.76 |
27 | {HIL, ADL} → {CR} | 0.42 | 0.65 | 1.64 |
28 | {T2, HIL} → {NLT} | 0.39 | 0.46 | 1.30 |
29 | {CUR} → {HIL, T5} | 0.46 | 0.80 | 1.25 |
30 | {HIL, SLOPE} → {HIW} | 0.35 | 0.74 | 1.22 |
Cluster 4 | ||||
31 | {HIW, NLT} → {INT, T6} | 0.65 | 0.78 | 4.85 |
32 | {HIW, CUR} → {NLT, T1} | 0.78 | 0.85 | 3.81 |
33 | {NLT} → {INT} | 0.74 | 0.7 | 3.77 |
34 | {HIW, DAY} → {INT, NC} | 0.70 | 0.84 | 2.73 |
35 | {NHW, NLT} → {SLP} | 0.40 | 0.65 | 3.38 |
36 | {T6, AGL} → {NLT, CR} | 0.55 | 0.65 | 2.56 |
37 | {CUR, T1, HIW} → {FOR} | 0.36 | 0.46 | 2.16 |
38 | {FOR} → {NLT, HIW} | 0.54 | 0.74 | 1.98 |
39 | {RLT, MAR} → {INT, NC} | 0.57 | 0.66 | 1.80 |
40 | {HIW} → {NLT, AGL} | 0.56 | 0.84 | 1.65 |
Cluster 5 | ||||
41 | {NHW, MAR} → {YNG} | 0.48 | 0.87 | 3.22 |
42 | {COL, INT} → {NHW, DUS} | 0.56 | 0.92 | 3.11 |
43 | {INT, NLT} → {AGL, T2} | 0.58 | 0.74 | 2.31 |
44 | {HIW, INT} → {MAR} | 0.38 | 0.46 | 2.11 |
45 | {T3, DAY} → {NC, INT} | 0.65 | 0.69 | 2.05 |
46 | {NLT, INT} →{CR, T6} | 0.39 | 0.82 | 1.95 |
47 | {HOS, NLT} → {T6} | 0.54 | 0.81 | 1.80 |
48 | {MAR} → {NC, DAY} | 0.46 | 0.64 | 1.78 |
49 | {RLT, INT} → {MAR} | 0.51 | 0.79 | 1.50 |
50 | {AGL, ADL} → {NLT} | 0.36 | 0.78 | 1.45 |
Cluster 6 | ||||
51 | {FOR, SLP} → {NLT} | 0.45 | 0.65 | 3.62 |
52 | {AGL, DUS} → {CUR} | 0.35 | 0.54 | 3.58 |
53 | {FOR} → {NLT, UNK} | 0.65 | 0.78 | 2.46 |
54 | {HIW, T2} → {AGL} | 0.58 | 0.81 | 2.42 |
55 | {AGL, UNK} → {NHW} | 0.64 | 0.85 | 2.12 |
56 | {UNK} →{DAY, COL} | 0.58 | 0.65 | 1.94 |
57 | {RLT, UNK} → {NC, MAR} | 0.45 | 0.75 | 1.68 |
58 | {ADL, AGL} → {UNK} | 0.64 | 0.68 | 1.42 |
59 | {AGL, INT} → {NC} | 0.39 | 0.75 | 1.35 |
60 | {FOR} → {CUR} | 0.40 | 0.68 | 1.34 |
Entire data set (EDS) | ||||
61 | {HIW, INT} → {NC, MAR} | 0.40 | 0.75 | 5.45 |
62 | {FOR, NLT, M} → {HIW, TWH} | 0.52 | 0.65 | 4.35 |
63 | {HIW, NC} → {AGL, DAY} | 0.64 | 0.79 | 4.25 |
64 | {NHW, T5} → {NC, COL} | 0.38 | 0.65 | 4.36 |
65 | {HIW, HIL} → {NLT, NC} | 0.42 | 0.74 | 3.89 |
66 | {HIW, YNG} → {NC, TWH} | 0.46 | 0.65 | 3.48 |
67 | {NHW, MAR} → {M, NC} | 0.47 | 0.65 | 3.26 |
68 | {HIW, UNK} → {NC, TWH} | 0.56 | 0.69 | 2.98 |
69 | {NHW, T6, UNK} → {NC} | 0.65 | 0.62 | 2.46 |
70 | {NHW, COL} → {NC, M} | 0.39 | 0.74 | 2.15 |