Prediction Tree of Delphi

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Prediction Tree of Delphi

Text based Description

[1] root
  | [2] Siu_Sai_Wan_ in N
  | | [3] PostgreSQL in N
  | | | [4] Pascal in N
  | | | | [5] Xcode in N
  | | | | | [6] Jasper_Report in N
  | | | | | | [7] Jmeter in N
  | | | | | | | [8] Eclipse in N
  | | | | | | | | [9] continuous_integration in N
  | | | | | | | | | [10] Object_Hyphen_oriented_Programming in N
  | | | | | | | | | | [11] Silverlight in N
  | | | | | | | | | | | [12] socket_programming in N
  | | | | | | | | | | | | [13] J2EE in N: N (n = 180650, err = 0.1%)
  | | | | | | | | | | | | [14] J2EE in Y
  | | | | | | | | | | | | | [15] Flash in N: N (n = 6352, err = 0.2%)
  | | | | | | | | | | | | | [16] Flash in Y
  | | | | | | | | | | | | | | [17] Testing in Y: N (n = 56, err = 0.0%)
  | | | | | | | | | | | | | | [18] Testing in N
  | | | | | | | | | | | | | | | [19] database in N: N (n = 33, err = 9.1%)
  | | | | | | | | | | | | | | | [20] database in Y: Y (n = 71, err = 14.1%)
  | | | | | | | | | | | [21] socket_programming in Y
  | | | | | | | | | | | | [22] Kowloon_Bay in N: N (n = 320, err = 2.8%)
  | | | | | | | | | | | | [23] Kowloon_Bay in Y: Y (n = 10, err = 0.0%)
  | | | | | | | | | | [24] Silverlight in Y
  | | | | | | | | | | | [25] SDLC in N: N (n = 333, err = 0.9%)
  | | | | | | | | | | | [26] SDLC in Y: Y (n = 25, err = 24.0%)
  | | | | | | | | | [27] Object_Hyphen_oriented_Programming in Y
  | | | | | | | | | | [28] Sham_Shui_Po_ in N: N (n = 2524, err = 1.9%)
  | | | | | | | | | | [29] Sham_Shui_Po_ in Y: Y (n = 21, err = 19.0%)
  | | | | | | | | [30] continuous_integration in Y: N (n = 69, err = 17.4%)
  | | | | | | | [31] Eclipse in Y
  | | | | | | | | [32] TCP_Slash_IP in N: N (n = 755, err = 0.4%)
  | | | | | | | | [33] TCP_Slash_IP in Y
  | | | | | | | | | [34] MySQL in N: N (n = 33, err = 0.0%)
  | | | | | | | | | [35] MySQL in Y: Y (n = 44, err = 9.1%)
  | | | | | | [36] Jmeter in Y: N (n = 62, err = 19.4%)
  | | | | | [37] Jasper_Report in Y
  | | | | | | [38] Object_Hyphen_oriented_Programming in N: N (n = 115, err = 0.9%)
  | | | | | | [39] Object_Hyphen_oriented_Programming in Y: Y (n = 22, err = 9.1%)
  | | | | [40] Xcode in Y
  | | | | | [41] Cantonese in N: N (n = 443, err = 2.3%)
  | | | | | [42] Cantonese in Y
  | | | | | | [43] English in Y: N (n = 10, err = 0.0%)
  | | | | | | [44] English in N: Y (n = 35, err = 0.0%)
  | | | [45] Pascal in Y
  | | | | [46] Microsoft_SQL in N: N (n = 19, err = 0.0%)
  | | | | [47] Microsoft_SQL in Y: Y (n = 14, err = 0.0%)
  | | [48] PostgreSQL in Y
  | | | [49] Fresh_graduate in N
  | | | | [50] Xcode in N: N (n = 216, err = 0.0%)
  | | | | [51] Xcode in Y: Y (n = 12, err = 0.0%)
  | | | [52] Fresh_graduate in Y: Y (n = 38, err = 7.9%)
  | [53] Siu_Sai_Wan_ in Y
  | | [54] Mandarin in Y: N (n = 18, err = 0.0%)
  | | [55] Mandarin in N: Y (n = 57, err = 15.8%)
 
  Number of inner nodes: 27
  Number of terminal nodes: 28

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