Prediction Tree of GIS

Back to Report

Prediction Tree of GIS

Text based Description

[1] root
  | [2] Spring in N
  | | [3] Lai_Chi_Kok in N
  | | | [4] Visual_Studio in N
  | | | | [5] C in N: N (n = 183182, err = 0.2%)
  | | | | [6] C in Y
  | | | | | [7] SQL in N: N (n = 2956, err = 0.1%)
  | | | | | [8] SQL in Y
  | | | | | | [9] Fresh_graduate in N: N (n = 280, err = 5.0%)
  | | | | | | [10] Fresh_graduate in Y
  | | | | | | | [11] database in N: N (n = 20, err = 5.0%)
  | | | | | | | [12] database in Y: Y (n = 37, err = 5.4%)
  | | | [13] Visual_Studio in Y: N (n = 1794, err = 2.1%)
  | | [14] Lai_Chi_Kok in Y: N (n = 2252, err = 2.1%)
  | [15] Spring in Y
  | | [16] Excel in N: N (n = 1712, err = 0.1%)
  | | [17] Excel in Y
  | | | [18] Websphere in Y: N (n = 34, err = 2.9%)
  | | | [19] Websphere in N
  | | | | [20] Linux in N
  | | | | | [21] SAS in N: N (n = 31, err = 22.6%)
  | | | | | [22] SAS in Y: Y (n = 12, err = 8.3%)
  | | | | [23] Linux in Y: Y (n = 47, err = 12.8%)
 
  Number of inner nodes: 11
  Number of terminal nodes: 12

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