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![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)](https://image.slidesharecdn.com/projectai2-150515140737-lva1-app6892/75/Project-ai2-20-2048.jpg)
Project ai2
- 1. ทัชชาพร เสนจันตะ 55102010279SC32 SEVEN_ELEVEN การวิเคราะห์ข้อมูลด้วย WEKA
- 2. CLUSTERING Cluster : SimpleKMeans Cluster2(Within cluster sum of squared errors: 259.0)
- 3. CLUSTERING Cluster 3 (Withincluster sum of squared errors: 234.0)
- 4. CLUSTERING Cluster 4 (Withincluster sum of squared errors: 214.0)
- 5. CLUSTERING Cluster 5 (Withincluster sum of squared errors: 188.0)
- 6. CLUSTERING Cluster 6 (Withincluster sum of squared errors: 182.0)
- 7. CLUSTERING Cluster 7 (Withincluster sum of squared errors: 175.0)
- 8. CLUSTERING Cluster 8 (Withincluster sum of squared errors: 173.0)
- 9. CLUSTERING Cluster 9 (Withincluster sum of squared errors: 159.0)
- 10. CLUSTERING Cluster 10 (Withincluster sum of squared errors: 151.0)
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- 12. CLASSIFICATION : STATUS(SHORT,TALL) ใช้MultilayerPerceptron โดยจาแนกประเภทของคนที่มีส่วนสูงที่เตี้ยและสูง จานวน 200 รอบ
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- 15. CLASSIFICATION : STATUS(SHORT,TALL) ใช้MultilayerPerceptron โดยจาแนกประเภทของคนที่มีส่วนสูงที่เตี้ยและสูง จานวน 500 รอบ
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- 20. 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)