Prediction Tree of Doctor

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Prediction Tree of Doctor

Text based Description

[1] root
  | [2] Verilog in N
  | | [3] Master in N
  | | | [4] video_processing in N: N (n = 189854, err = 0.1%)
  | | | [5] video_processing in Y
  | | | | [6] Perl in N: N (n = 27, err = 0.0%)
  | | | | [7] Perl in Y: Y (n = 7, err = 0.0%)
  | | [8] Master in Y
  | | | [9] Shatin_Area in N: N (n = 2323, err = 3.5%)
  | | | [10] Shatin_Area in Y
  | | | | [11] Full_Time in N: N (n = 40, err = 5.0%)
  | | | | [12] Full_Time in Y
  | | | | | [13] C in N
  | | | | | | [14] Mandarin in Y: N (n = 8, err = 12.5%)
  | | | | | | [15] Mandarin in N
  | | | | | | | [16] English in N
  | | | | | | | | [17] Testing in Y: N (n = 8, err = 12.5%)
  | | | | | | | | [18] Testing in N: Y (n = 15, err = 40.0%)
  | | | | | | | [19] English in Y: Y (n = 21, err = 28.6%)
  | | | | | [20] C in Y: Y (n = 13, err = 7.7%)
  | [21] Verilog in Y
  | | [22] Tcl in Y: N (n = 7, err = 0.0%)
  | | [23] Tcl in N
  | | | [24] Degree in Y: N (n = 7, err = 28.6%)
  | | | [25] Degree in N: Y (n = 27, err = 22.2%)
 
  Number of inner nodes: 12
  Number of terminal nodes: 13

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