Reply to comment

Tutorial (2): Exercise 1

Constructing a Simple Tree

The dataset:

District House Type Income Previous Customer Outcome
Suburban Detached High No Nothing
Suburban Detached High Yes Nothing
Rural Detached High No Responded
Urban Semi-detached High No Responded
Urban Semi-detached Low No Responded
Urban Semi-detached Low Yes Nothing
Rural Semi-detached Low Yes Responded
Suburban Terrace High No Nothing
Suburban Semi-detached Low No Responded
Urban Terrace Low No Responded
Suburban Terrace Low Yes Responded
Rural Terrace High Yes Responded
Rural Detached Low No Responded
Urban Terrace High Yes Nothing

The Decision Tree: Interactively build it

  • Click on the root node below and
    start building the tree.
  • Non leaf nodes can be "pruned" once they have been chosen (by clicking on the node and selecting "prune node completely")
  • The ratios on the branches indicate how well the chosen attribute at a node splits the remaining data based on the target attribute ('outcome').
  • Click on any nodes to hilight the rows in the data table that the rule down to that node covers.
Click here to begin

Reply

The content of this field is kept private and will not be shown publicly.
  • Allowed HTML tags: <h3> <h4> <p> <br/><img> <a> <em> <strong> <cite> <code> <ul> <ol> <li>
  • Lines and paragraphs break automatically.
  • You may post PHP code. You should include <?php ?> tags.
  • Web page addresses and e-mail addresses turn into links automatically.

More information about formatting options

Adverts

Adverts