Prediction Tree of Unix_shell

Back to Report

Prediction Tree of Unix_shell

Text based Description

[1] root
  | [2] UNIX in N: N (n = 180005, err = 0.0%)
  | [3] UNIX in Y
  | | [4] SSL in N
  | | | [5] Facelets in N
  | | | | [6] Kwai_Hing in N
  | | | | | [7] PL_Slash_SQL in N
  | | | | | | [8] Websphere in N
  | | | | | | | [9] Weblogic in N: N (n = 10765, err = 5.4%)
  | | | | | | | [10] Weblogic in Y
  | | | | | | | | [11] MySQL in N: N (n = 166, err = 8.4%)
  | | | | | | | | [12] MySQL in Y: Y (n = 40, err = 10.0%)
  | | | | | | [13] Websphere in Y: N (n = 619, err = 18.6%)
  | | | | | [14] PL_Slash_SQL in Y
  | | | | | | [15] Mandarin in N
  | | | | | | | [16] SAS in N: N (n = 479, err = 10.9%)
  | | | | | | | [17] SAS in Y: Y (n = 22, err = 13.6%)
  | | | | | | [18] Mandarin in Y
  | | | | | | | [19] ecommerce in Y: N (n = 38, err = 0.0%)
  | | | | | | | [20] ecommerce in N: Y (n = 74, err = 9.5%)
  | | | | [21] Kwai_Hing in Y: Y (n = 47, err = 29.8%)
  | | | [22] Facelets in Y: Y (n = 27, err = 0.0%)
  | | [23] SSL in Y
  | | | [24] Perl in N: N (n = 17, err = 0.0%)
  | | | [25] Perl in Y: Y (n = 58, err = 0.0%)
 
  Number of inner nodes: 12
  Number of terminal nodes: 13

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