Prediction Tree of Routers

Back to Report

Prediction Tree of Routers

Text based Description

[1] root
  | [2] Switches in N: N (n = 190902, err = 0.3%)
  | [3] Switches in Y
  | | [4] Fresh_graduate in N
  | | | [5] Cantonese in N
  | | | | [6] TCP_Slash_IP in N
  | | | | | [7] SAP in N
  | | | | | | [8] UAT in N: N (n = 1061, err = 15.6%)
  | | | | | | [9] UAT in Y: Y (n = 15, err = 13.3%)
  | | | | | [10] SAP in Y: Y (n = 32, err = 31.2%)
  | | | | [11] TCP_Slash_IP in Y
  | | | | | [12] Mandarin in N: N (n = 68, err = 26.5%)
  | | | | | [13] Mandarin in Y: Y (n = 33, err = 9.1%)
  | | | [14] Cantonese in Y
  | | | | [15] Higher_Diploma in N: N (n = 105, err = 29.5%)
  | | | | [16] Higher_Diploma in Y
  | | | | | [17] Windows_Server in Y: N (n = 21, err = 14.3%)
  | | | | | [18] Windows_Server in N: Y (n = 61, err = 27.9%)
  | | [19] Fresh_graduate in Y: Y (n = 59, err = 30.5%)
 
  Number of inner nodes: 9
  Number of terminal nodes: 10

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