Prediction Tree of Spam

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Prediction Tree of Spam

Text based Description

[1] root
  | [2] Blackberry in N
  | | [3] Firewall in N
  | | | [4] CentOS in N
  | | | | [5] anti_Hyphen_virus in N
  | | | | | [6] SAN in N: N (n = 181862, err = 0.0%)
  | | | | | [7] SAN in Y
  | | | | | | [8] TCP_Slash_IP in N: N (n = 3897, err = 0.1%)
  | | | | | | [9] TCP_Slash_IP in Y
  | | | | | | | [10] Data_Center in N: N (n = 166, err = 0.0%)
  | | | | | | | [11] Data_Center in Y: Y (n = 16, err = 25.0%)
  | | | | [12] anti_Hyphen_virus in Y: N (n = 810, err = 1.0%)
  | | | [13] CentOS in Y: N (n = 70, err = 5.7%)
  | | [14] Firewall in Y
  | | | [15] Microsoft_SQL in N: N (n = 3780, err = 0.5%)
  | | | [16] Microsoft_SQL in Y
  | | | | [17] Sheung_Wan in N: N (n = 444, err = 6.3%)
  | | | | [18] Sheung_Wan in Y: Y (n = 9, err = 0.0%)
  | [19] Blackberry in Y
  | | [20] Solaris in N
  | | | [21] CCNA in N: N (n = 1203, err = 0.5%)
  | | | [22] CCNA in Y
  | | | | [23] Quarry_Bay_ in N: N (n = 56, err = 7.1%)
  | | | | [24] Quarry_Bay_ in Y: Y (n = 8, err = 12.5%)
  | | [25] Solaris in Y
  | | | [26] Windows_Server in N: N (n = 17, err = 0.0%)
  | | | [27] Windows_Server in Y: Y (n = 19, err = 0.0%)
 
  Number of inner nodes: 13
  Number of terminal nodes: 14

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