Prediction Tree of UML

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Prediction Tree of UML

Text based Description

[1] root
  | [2] Object_Hyphen_oriented_Programming in N
  | | [3] design_patterns in N
  | | | [4] Jbuilder in N
  | | | | [5] PRINCE in N
  | | | | | [6] Xpath in N
  | | | | | | [7] RDBMS in N: N (n = 185269, err = 0.3%)
  | | | | | | [8] RDBMS in Y
  | | | | | | | [9] Drupal in N
  | | | | | | | | [10] Debugging in N: N (n = 2913, err = 0.4%)
  | | | | | | | | [11] Debugging in Y
  | | | | | | | | | [12] Websphere in N: N (n = 42, err = 0.0%)
  | | | | | | | | | [13] Websphere in Y: Y (n = 52, err = 0.0%)
  | | | | | | | [14] Drupal in Y: Y (n = 38, err = 7.9%)
  | | | | | [15] Xpath in Y: N (n = 15, err = 46.7%)
  | | | | [16] PRINCE in Y
  | | | | | [17] Overseas in N: N (n = 629, err = 1.4%)
  | | | | | [18] Overseas in Y
  | | | | | | [19] Java in N: N (n = 14, err = 0.0%)
  | | | | | | [20] Java in Y: Y (n = 42, err = 0.0%)
  | | | [21] Jbuilder in Y
  | | | | [22] Visual_Basic in N: N (n = 133, err = 0.0%)
  | | | | [23] Visual_Basic in Y: Y (n = 38, err = 0.0%)
  | | [24] design_patterns in Y
  | | | [25] R in N: N (n = 540, err = 10.9%)
  | | | [26] R in Y
  | | | | [27] English in Y: N (n = 10, err = 0.0%)
  | | | | [28] English in N: Y (n = 19, err = 0.0%)
  | [29] Object_Hyphen_oriented_Programming in Y
  | | [30] EJB in N
  | | | [31] ERP in N: N (n = 2483, err = 4.5%)
  | | | [32] ERP in Y
  | | | | [33] ASP in N: N (n = 42, err = 2.4%)
  | | | | [34] ASP in Y: Y (n = 42, err = 19.0%)
  | | [35] EJB in Y: Y (n = 36, err = 25.0%)
 
  Number of inner nodes: 17
  Number of terminal nodes: 18

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Created by Mr. Cyrus Wong, Data Scientist.
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