Prediction Tree of Pok_Fu_Lam

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Prediction Tree of Pok_Fu_Lam

Text based Description

[1] root
  | [2] Game in N: N (n = 188535, err = 0.1%)
  | [3] Game in Y
  | | [4] iOS in N: N (n = 2598, err = 0.5%)
  | | [5] iOS in Y
  | | | [6] UNIX in N
  | | | | [7] Max in N
  | | | | | [8] Virtualization in N
  | | | | | | [9] Higher_Diploma in N: N (n = 657, err = 4.9%)
  | | | | | | [10] Higher_Diploma in Y
  | | | | | | | [11] Degree in Y: N (n = 250, err = 2.8%)
  | | | | | | | [12] Degree in N
  | | | | | | | | [13] Testing in Y: N (n = 84, err = 0.0%)
  | | | | | | | | [14] Testing in N
  | | | | | | | | | [15] Java in N
  | | | | | | | | | | [16] Linux in N: N (n = 48, err = 8.3%)
  | | | | | | | | | | [17] Linux in Y: Y (n = 8, err = 0.0%)
  | | | | | | | | | [18] Java in Y
  | | | | | | | | | | [19] Visual_C_Sharp_ in Y: N (n = 19, err = 0.0%)
  | | | | | | | | | | [20] Visual_C_Sharp_ in N: Y (n = 69, err = 11.6%)
  | | | | | [21] Virtualization in Y
  | | | | | | [22] Full_Time in N: N (n = 9, err = 0.0%)
  | | | | | | [23] Full_Time in Y: Y (n = 11, err = 0.0%)
  | | | | [24] Max in Y
  | | | | | [25] Full_Time in N: N (n = 19, err = 5.3%)
  | | | | | [26] Full_Time in Y: Y (n = 21, err = 9.5%)
  | | | [27] UNIX in Y: Y (n = 29, err = 37.9%)
 
  Number of inner nodes: 13
  Number of terminal nodes: 14

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