project weka
TRANSCRIPT
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โครงงาน WEKAโดย
ชั�ญญา ศิ�ร�พจนากุ�ล 55102010266
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CLUSTERING
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เปิ�ดโปิรแกุรม WEKA และคล�กุที่�� Explorer
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กุดที่�� Open file…
เล�อกุไฟล!ที่�ต้#องกุาร
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ข้#อม%ลที่��ได#ออกุมา...
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ไปิที่��แถบ Cluster และกุด Choose
เล�อกุ SimpleKMeans
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กุดที่�� SimpleKMeans
ใส่*ค*า numClusters ต้ามที่��ต้#องกุาร
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numClusters = 2
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numClusters = 3
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numClusters = 4
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numClusters = 5
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numClusters = 6
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numClusters = 7
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numClusters = 8
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numClusters = 9
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numClusters = 10
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numClusters = 11
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numClusters = 12
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numClusters = 13
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numClusters = 14
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numClusters = 15
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numClusters = 16
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numClusters = 17
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numClusters = 18
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numClusters = 19
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numClusters = 20
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numClusters = 21
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numClusters = 22
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numClusters = 23
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numClusters = 24
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numClusters = 25
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ผลล�พธ์!เม��อลอง plot กุราฟ
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CLASSIFICATION
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เล�อกุไฟล! Data
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ไปิที่��แถบ Clasify กุด Choose… เล�อกุ MultilayerPerceptron
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ต้�-งค*าต้*างๆ
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จะได#ค*าต้*างๆออกุมา
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คล�กุข้วา จากุน�-นเล�อกุ Save model
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เปิ�ดไฟล! Predict
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ไปิที่��แถบ Classify แล#วคล�กุข้วาที่��Result list เล�อกุ Load Model แล#วเล�อกุ Model ที่�� Save ไว#
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เล�อกุ Supplied test set แล#วกุด Setเล�อกุ Open file… เล�อกุ Modelที่�� Save ไว#
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แล#วจะได#ผลล�พธ์!ออกุมา จากุน�-นคล�กุข้วาที่��ต้รง Result list เล�อกุ Revaluate model on current test set
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กุด save
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เวลาด%ผลล�พธ์! ให้#กุด ที่�� Tool > ArffViewer
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จากุน�-นกุดเล�อกุ File > Open เล�อกุที่��เรา Save จะได#ผลล�พธ์!ออกุมา
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ASSOCIATE
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ไปิที่��แถบ Associate และกุด Start
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ผลล�พธ์!
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ผลล�พธ์!