Explain the underlying nature of computed regression model

Assignment Help Computer Engineering

Reference no: EM133733756 , Length: 4

Assignment: The Ethical Implications of Artificial Intelligence Essay

I. Pick any dataset relevant to your major that you would like to analyze. Avoid use the same or similar datasets to one you use for your final project or previous assignments. Make sure not to use datasets from an educational literature on regression analysis.

II. Identify an output variable and a set of at least five input variables to test.

III. Use R, Python or other tool to compute regression model. This process should include selection of appropriate input variables (there should be at least two left, otherwise use another dataset).

IV. Submit a report describing each step and a result of this process, include relevant scripts and outputs produced by the tool you use. Your report has to include:

A. Description of the dataset.

B. Explanation what is the real-world application of the ability to predict the chosen output variable.

C. Description of the regression model and its results.

D. Demonstrate how the model can be used to predict the output variable (use few examples from the dataset, plot the predicted value and the actual value). Discuss the model's accuracy.

E. Explain the underlying nature of the computed regression model.

Reference no: EM133733756

Questions Cloud

Write a reflection based on your analysis and solution : Write a reflection based on your analysis and solution to each ethical dilemma. Make sure to include what was violated and suggestions and strategies to ensure

How did national events such as the civil war : How did national events such as the Civil War and the Election of 1864 shape the contents and structure of the Nevada Constitution?

Implementing co-teaching model : Identified five options teachers typically use when implementing a co-teaching model. How would team teaching be incorporate into this plan?

What is meant by tropical storm breakpoint : What types of data are used for determining tropical storm analysis, strength, etc. What is meant by a tropical storm breakpoint?

Explain the underlying nature of computed regression model : CIS 607 Park University- Identify an output variable and a set of five input variables to test. Explain the underlying nature of the computed regression model.

How does greek colonization lead to an orientalizing of art : How does Greek colonization lead to an "orientalizing" of art? How does Greek humanism push art in this period in new directions?

What are the primary and secondary objectives of department : SCM 510 Saint Leo University- What are the primary and secondary objectives of this department? How can technology help this department?

Resource breakdown structure : Review Mary and Bob's Scope Statement , the Work Breakdown Structure, and particularly the Resource Breakdown Structure you created in the previous Module.

Describe the social structure shared by mexicans : According to the film "A Class Apart" which of the following best describes social structure shared by Mexicans and whites in Texas during the 1940's and 1950s?

User Account

All Pages