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Final Project Group Number:19

Final Project Group Number:19. M9615011 林明德 M9615077 黃瀚平. M ethod and S ystem. System: Windows XP ,1GB Ram Tool: Weka 3.4 Function: MultilayerPerceptron & SMO Attribute :MovieID, CustomerID, Date(year) Data: 年份 (1980~2005) 、 MovieID(1~1000) Movie 中 data 筆數 :300

jamal-weeks
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Final Project Group Number:19

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  1. Final ProjectGroup Number:19 M9615011林明德 M9615077黃瀚平

  2. Method and System • System: Windows XP ,1GBRam • Tool: Weka 3.4 • Function: MultilayerPerceptron & SMO • Attribute:MovieID, CustomerID, Date(year) • Data: 年份(1980~2005)、MovieID(1~1000) Movie中data筆數:300 Total data num.196019

  3. Result(Mulitlayer VS. SMO) MultilayerPerceptron SMO

  4. Result(tuning about learn rate) Rate:0.1 Rate:0.4

  5. Result(test data)

  6. Why bad performance? • 1.選取的 Data set 不夠大 • 2.Attribute間的關聯性不夠明顯且Class分佈偏重於rating 3,4

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