Prediction Tree of English

Back to Report

Prediction Tree of English

Text based Description

[1] root
  | [2] Mandarin in N
  | | [3] Cantonese in N
  | | | [4] Degree in N: N (n = 60107, err = 36.5%)
  | | | [5] Degree in Y
  | | | | [6] Higher_Diploma in Y: N (n = 21302, err = 43.7%)
  | | | | [7] Higher_Diploma in N: Y (n = 57281, err = 48.2%)
  | | [8] Cantonese in Y: Y (n = 14391, err = 23.4%)
  | [9] Mandarin in Y
  | | [10] Degree in Y
  | | | [11] Cantonese in Y: N (n = 5642, err = 24.8%)
  | | | [12] Cantonese in N: Y (n = 14741, err = 22.2%)
  | | [13] Degree in N: Y (n = 18893, err = 21.0%)
 
  Number of inner nodes: 6
  Number of terminal nodes: 7

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