Prediction Tree of ECM

Back to Report

Prediction Tree of ECM

Text based Description

[1] root
  | [2] Virtualization in N
  | | [3] Cloud_Computing in N
  | | | [4] SharePoint in N
  | | | | [5] DMS in N
  | | | | | [6] Apache in N: N (n = 182191, err = 0.2%)
  | | | | | [7] Apache in Y
  | | | | | | [8] Quarry_Bay_ in N: N (n = 1547, err = 0.6%)
  | | | | | | [9] Quarry_Bay_ in Y: Y (n = 48, err = 16.7%)
  | | | | [10] DMS in Y: N (n = 357, err = 7.6%)
  | | | [11] SharePoint in Y: N (n = 3942, err = 2.6%)
  | | [12] Cloud_Computing in Y
  | | | [13] Master in N: N (n = 1061, err = 0.0%)
  | | | [14] Master in Y
  | | | | [15] Documentation in N
  | | | | | [16] HTML in N: N (n = 82, err = 23.2%)
  | | | | | [17] HTML in Y: Y (n = 12, err = 0.0%)
  | | | | [18] Documentation in Y: Y (n = 58, err = 3.4%)
  | [19] Virtualization in Y
  | | [20] Mandarin in N: N (n = 2427, err = 1.2%)
  | | [21] Mandarin in Y
  | | | [22] MCITP in N
  | | | | [23] Citrix in N
  | | | | | [24] BI in N: N (n = 429, err = 1.2%)
  | | | | | [25] BI in Y
  | | | | | | [26] Higher_Diploma in Y: N (n = 9, err = 0.0%)
  | | | | | | [27] Higher_Diploma in N: Y (n = 28, err = 7.1%)
  | | | | [28] Citrix in Y
  | | | | | [29] Documentation in N: N (n = 35, err = 20.0%)
  | | | | | [30] Documentation in Y: Y (n = 53, err = 9.4%)
  | | | [31] MCITP in Y
  | | | | [32] Active_Directory in N: N (n = 10, err = 0.0%)
  | | | | [33] Active_Directory in Y: Y (n = 68, err = 0.0%)
 
  Number of inner nodes: 16
  Number of terminal nodes: 17

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