Prediction Tree of Ruby_on_Rails

Back to Report

Prediction Tree of Ruby_on_Rails

Text based Description

[1] root
  | [2] Ruby in N
  | | [3] Social_Network_Open_API in N: N (n = 191643, err = 0.0%)
  | | [4] Social_Network_Open_API in Y
  | | | [5] web_application in N: N (n = 289, err = 0.0%)
  | | | [6] web_application in Y
  | | | | [7] iOS in N: N (n = 26, err = 0.0%)
  | | | | [8] iOS in Y: Y (n = 12, err = 8.3%)
  | [9] Ruby in Y
  | | [10] JavaScript in N
  | | | [11] Shatin_Area in N
  | | | | [12] LAMP in N
  | | | | | [13] ecommerce in N
  | | | | | | [14] J2EE in N
  | | | | | | | [15] Objective_Hyphen_C in N: N (n = 253, err = 12.3%)
  | | | | | | | [16] Objective_Hyphen_C in Y: Y (n = 8, err = 37.5%)
  | | | | | | [17] J2EE in Y: Y (n = 7, err = 28.6%)
  | | | | | [18] ecommerce in Y: Y (n = 10, err = 30.0%)
  | | | | [19] LAMP in Y: Y (n = 8, err = 0.0%)
  | | | [20] Shatin_Area in Y: Y (n = 10, err = 0.0%)
  | | [21] JavaScript in Y
  | | | [22] Version_control in N
  | | | | [23] Python in Y: N (n = 19, err = 15.8%)
  | | | | [24] Python in N
  | | | | | [25] web_application in N
  | | | | | | [26] Degree in N: N (n = 11, err = 36.4%)
  | | | | | | [27] Degree in Y: Y (n = 22, err = 22.7%)
  | | | | | [28] web_application in Y: Y (n = 20, err = 5.0%)
  | | | [29] Version_control in Y: Y (n = 19, err = 0.0%)
 
  Number of inner nodes: 14
  Number of terminal nodes: 15

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