AI

1. ทัชชาพร เสนจันตะ 55102010279 SC32
SEVEN_ELEVEN
การวิเคราะห์ข้อมูลด้วย WEKA

2. CLUSTERING
Cluster : SimpleKMeans
Cluster 2(Within cluster sum of squared errors: 259.0)

3. CLUSTERING
Cluster 3 (Within cluster sum of squared errors: 234.0)

4. CLUSTERING
Cluster 4 (Within cluster sum of squared errors: 214.0)

5. CLUSTERING
Cluster 5 (Within cluster sum of squared errors: 188.0)

6. CLUSTERING
Cluster 6 (Within cluster sum of squared errors: 182.0)

7. CLUSTERING
Cluster 7 (Within cluster sum of squared errors: 175.0)

8. CLUSTERING
Cluster 8 (Within cluster sum of squared errors: 173.0)

9. CLUSTERING
Cluster 9 (Within cluster sum of squared errors: 159.0)

10. CLUSTERING
Cluster 10 (Within cluster sum of squared errors: 151.0)

11. CLUSTERING
Knee Curves ที่จุด 15

12. CLUSTERING

13. CLUSTERING

14. CLASSIFICATION : STATUS(SHORT,TALL)
ใช้ MultilayerPerceptron โดยจาแนกประเภทของคนที่มีส่วนสูงที่เตี้ยและสูง
จานวน 200 รอบ

15. CLASSIFICATION : STATUS(SHORT,TALL)

16. CLASSIFICATION : STATUS(SHORT,TALL)

17. CLASSIFICATION : STATUS(SHORT,TALL)
ใช้ MultilayerPerceptron โดยจาแนกประเภทของคนที่มีส่วนสูงที่เตี้ยและสูง
จานวน 500 รอบ

18. CLASSIFICATION : STATUS(SHORT,TALL)

19. CLASSIFICATION : STATUS(SHORT,TALL)

20. ASSOCIATION

21. ASSOCIATION
โดยใช้ Apriory

22. ASSOCIATION
Best rules found:
1. Ice-Cream=t 43 ==> Water=t 43 <conf:(1)> lift:(1.88) lev:(0.21) [20] conv:(20.16)
2. Ice-Cream=t Sandwich=t 36 ==> Water=t 36 <conf:(1)> lift:(1.88) lev:(0.18) [16]
conv:(16.88)
3. Milk=t Ice-Cream=t 28 ==> Water=t 28 <conf:(1)> lift:(1.88) lev:(0.14) [13] conv:(13.13)
4. Milk=t Ice-Cream=t Sandwich=t 24 ==> Water=t 24 <conf:(1)> lift:(1.88) lev:(0.12) [11]
conv:(11.25)
5. Yoghurt=t Ice-Cream=t 17 ==> Water=t 17 <conf:(1)> lift:(1.88) lev:(0.08) [7] conv:(7.97)
6. TissuePaper=t Ice-Cream=t 17 ==> Water=t 17 <conf:(1)> lift:(1.88) lev:(0.08) [7]
conv:(7.97)
7. Yoghurt=t Ice-Cream=t Sandwich=t 14 ==> Water=t 14 <conf:(1)> lift:(1.88) lev:(0.07) [6]
conv:(6.56)
8. Water=t Yoghurt=t Sandwich=t 14 ==> Ice-Cream=t 14 <conf:(1)> lift:(2.23) lev:(0.08) [7]
conv:(7.73)
9. TissuePaper=t Ice-Cream=t Sandwich=t 14 ==> Water=t 14 <conf:(1)> lift:(1.88)
lev:(0.07) [6] conv:(6.56)
10. Sandwich=t 42 ==> Water=t 41 <conf:(0.98)> lift:(1.84) lev:(0.19) [18] conv:(9.84)