Prediction Tree of design_patterns

Back to Report

Prediction Tree of design_patterns

Text based Description

[1] root
  | [2] DOS in N
  | | [3] UML in N
  | | | [4] JDK in N
  | | | | [5] ColdFusion in N
  | | | | | [6] xbox in N
  | | | | | | [7] MSMQ in N
  | | | | | | | [8] Websphere in N
  | | | | | | | | [9] Object_Hyphen_oriented_Programming in N: N (n = 185839, err = 0.2%)
  | | | | | | | | [10] Object_Hyphen_oriented_Programming in Y
  | | | | | | | | | [11] Excel_Macro in N: N (n = 2143, err = 2.5%)
  | | | | | | | | | [12] Excel_Macro in Y: Y (n = 23, err = 13.0%)
  | | | | | | | [13] Websphere in Y
  | | | | | | | | [14] Debugging in N
  | | | | | | | | | [15] Sheung_Wan in N: N (n = 2811, err = 0.8%)
  | | | | | | | | | [16] Sheung_Wan in Y: Y (n = 26, err = 23.1%)
  | | | | | | | | [17] Debugging in Y
  | | | | | | | | | [18] ecommerce in N: N (n = 16, err = 0.0%)
  | | | | | | | | | [19] ecommerce in Y: Y (n = 54, err = 0.0%)
  | | | | | | [20] MSMQ in Y: Y (n = 9, err = 44.4%)
  | | | | | [21] xbox in Y: N (n = 172, err = 13.4%)
  | | | | [22] ColdFusion in Y
  | | | | | [23] PMP in N: N (n = 115, err = 0.0%)
  | | | | | [24] PMP in Y: Y (n = 21, err = 0.0%)
  | | | [25] JDK in Y
  | | | | [26] Object_Hyphen_oriented_Programming in N: N (n = 38, err = 0.0%)
  | | | | [27] Object_Hyphen_oriented_Programming in Y: Y (n = 18, err = 0.0%)
  | | [28] UML in Y
  | | | [29] Stored_Procedure in N
  | | | | [30] R in N: N (n = 873, err = 7.2%)
  | | | | [31] R in Y
  | | | | | [32] J2EE in N: N (n = 18, err = 11.1%)
  | | | | | [33] J2EE in Y: Y (n = 17, err = 0.0%)
  | | | [34] Stored_Procedure in Y: Y (n = 9, err = 0.0%)
  | [35] DOS in Y
  | | [36] C in N: N (n = 44, err = 0.0%)
  | | [37] C in Y: Y (n = 111, err = 0.0%)
 
  Number of inner nodes: 18
  Number of terminal nodes: 19

Visualize cross-validation results


Created by Mr. Cyrus Wong, Data Scientist.
For update, please join the IVE - Information Technology Facebook page.
For technical explanation, please join the Report Facebook page.
For discussion, please join my facebook group or linkedin me.

Sponsored by:

Amazon web Services   Cloudera   Lively Impact JobsDB.com Open Data Hong Kong IVE IT Discipline

supported by AWS in Education Grant award