In this milestone, you will create the first draft of your decision tree. This task assumes you have already established a viable research question, identified the data set, and performed the necessary data prep. To complete this milestone, you may have to experiment/iterate with different modeling styles. The main objective of this milestone is to draft your model, explain what you did, and explain why it is the best model for your research question. For more details on completing this milestone, refer to the Final Project Notes in the Assignment Guidelines and Rubrics folder.
Your submission should include the following:
· A clear description of the structure and purpose of the decision tree model that you choose.
· Documentation that refers to potential complications in the analysis process, in an outline or bulleted format. This should be clear, concise, and thorough.
· An evaluation of the results of the model which includes discussion of whether or not the results are reasonable and the model is accurate, whether or not there are elements that are not present or are needlessly present, and any errors that may be present.
Guidelines for Submission: Write 2 to 3 double-spaced pages explaining yourmodel(s). Append the graphical representations of yourmodel, and any other supporting material that you feel is necessary to explain this draft model. Includeany sources at the end and cite them in APA format.
Critical Elements |
Proficient (100%) |
Needs Improvement (70%) |
Not Evident (0%) |
Value |
Structure |
Decision tree and description are clearly structured |
Decision tree and description are somewhat clearly structured |
Decision tree and description are not adequately structured |
30 |
Process Documentation |
Documentation is clear, thorough, and logical |
Documentation is not fully clear, or leaves unexplained gaps |
Documentation is not clear |
30 |
Evaluation of Results |
Evaluation considers reasonableness, accuracy, missing/extraneous elements, and error in the model |
Evaluation does not fully consider reasonableness, accuracy, missing/extraneous elements, or error in the model |
Evaluation does not consider reasonableness, accuracy, missing/extraneous elements, or error in the model |
30 |
Articulation of Response |
Submission has no major errors related to grammar, spelling, syntax, or organization |
Submission has major errors related to grammar, spelling, syntax, or organization that negatively impact readability and articulation of main ideas |
Submission has critical errors related to grammar, spelling, syntax, or organization that prevent understanding of ideas |
10 |
Earned Total |
100% |
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