Progress CMAR & CSFP

Berikut adalah file output algoritma CMAR

Running CMAR algorithm
Support = 50
Support = 50
FileName = golf.data
P D
QualifiedItems
10 7 8 5 9
Jumlah qualified Items
Tree yang terbuat
1 1 6 7 10
Node Baru:10

Node Baru:7
1 1 6 7 9 D
Node Baru:7
2 2 6 7 10 P 3 3 5 7 10 P
Node Baru:5
3 3 4 8 10 P
Node Baru:8
3 3 4 8 9 D 2 2 4 8 9 P 1 1 5 7 10 D 1 1 4 8 10 P 3 3 5 8 10 P
Node Baru:5
1 1 5 8 9 P 2 2 5 7 9 P 2 2 6 8 10 P 3 3 5 7 9 D

blom ada pattern

Ini Algoritma CSFP:

Running CSFP algorithm
Support = 60
Confidence = 60

Coverage = 1golf.data

Penulisan Total.data dimulai…
1 1 6 7 10
1 1 6 7 9
0 2 6 7 10
0 3 5 7 10
0 3 4 8 10
1 3 4 8 9
0 2 4 8 9
1 1 5 7 10
0 1 4 8 10
0 3 5 8 10
0 1 5 8 9
0 2 5 7 9
0 2 6 8 10
1 3 5 7 9
[6], P, windy: 10
[6], P, humidity: 8
Class P: Support: 5, # of Frequent Itemsets: 2

[3], D, windy: 9
[3], D, windy: 9, humidity: 7
[5], D, windy: 9, outlook: 1
[4], D, windy: 9, outlook: 1, humidity: 7
[3], D, outlook: 1
[7], D, outlook: 1, humidity: 7
[4], D, humidity: 7
Class D: Support: 2, # of Frequent Itemsets: 7

Rule Lists before Coverage

***** RULES *****
[6], [100.00], P, windy: 10
[6], [100.00], P, humidity: 8
[4], [100.00], D, humidity: 7
[3], [100.00], D, windy: 9
[3], [100.00], D, outlook: 1

Default Class : P

***** RULES *****
[6], [100.00], P, windy: 10
[6], [100.00], P, humidity: 8
[4], [100.00], D, humidity: 7
[3], [100.00], D, windy: 9

Default Class : P
Confidence 60, # of Rules: 4

yang ini blom ada accuracynya…

====================================

Sedangkan ini adalah output yang seharusnya dicapai….

[6], P, windy: 10
[6], P, humidity: 8
Class P: Support: 4, # of Frequent Itemsets: 2

[3], D, windy: 9
[3], D, outlook: 1
[3], D, outlook: 1, humidity: 7
[4], D, humidity: 7
Class D: Support: 2, # of Frequent Itemsets: 4

Rule Lists before Coverage

***** RULES *****
[6], [100.00], P, windy: 10
[6], [100.00], P, humidity: 8
[4], [100.00], D, humidity: 7
[3], [100.00], D, windy: 9
[3], [100.00], D, outlook: 1

Default Class : P

***** RULES *****
[6], [100.00], P, windy: 10
[6], [100.00], P, humidity: 8
[4], [100.00], D, humidity: 7
[3], [100.00], D, windy: 9

Default Class : P
Confidence 50, # of Rules: 4 Accuracy: 71.43