Prediction Tree of transactions

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Prediction Tree of transactions

Text based Description

[1] root
  | [2] SOAP in N
  | | [3] Xpath in N
  | | | [4] Kowloon_Bay in N: N (n = 188493, err = 0.2%)
  | | | [5] Kowloon_Bay in Y
  | | | | [6] Perl in N
  | | | | | [7] PMP in N
  | | | | | | [8] Access in N: N (n = 3312, err = 1.1%)
  | | | | | | [9] Access in Y
  | | | | | | | [10] Full_Time in N: N (n = 129, err = 5.4%)
  | | | | | | | [11] Full_Time in Y
  | | | | | | | | [12] English in Y: N (n = 20, err = 15.0%)
  | | | | | | | | [13] English in N: Y (n = 19, err = 10.5%)
  | | | | | [14] PMP in Y
  | | | | | | [15] English in Y: N (n = 21, err = 0.0%)
  | | | | | | [16] English in N: Y (n = 19, err = 10.5%)
  | | | | [17] Perl in Y
  | | | | | [18] UNIX in N: N (n = 9, err = 0.0%)
  | | | | | [19] UNIX in Y: Y (n = 15, err = 0.0%)
  | | [20] Xpath in Y: N (n = 15, err = 46.7%)
  | [21] SOAP in Y
  | | [22] Kowloon_Bay in N: N (n = 256, err = 2.3%)
  | | [23] Kowloon_Bay in Y
  | | | [24] Cantonese in Y: N (n = 8, err = 0.0%)
  | | | [25] Cantonese in N: Y (n = 41, err = 2.4%)
 
  Number of inner nodes: 12
  Number of terminal nodes: 13

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