Mathematics Homework Help

Mathematics Homework Help. Data Mining using SPSS Modeller

 

my supervisor have provided some feedback for the proposal

there is some small changes, will you be able to help to do the modelling. the proposed methods you selected

however, he recommended to do 3 instead of 4 due to insufficient time

Chapter 3:
In the data understanding section of the report, you will have to describe the actual datasets, focusing more on the variables that you will be using for the model, as well as the data transformation and cleaning techniques.

Chapter 4:

The modelling techniques you have chosen are suitable for classification projects. However, the techniques to be chosen will still depend on your actual datasets. As discussed, you should not restrict yourself to a single type of decision tree, as there might be a more suitable technique than CART, depending on data.

The four model: ANN, discriminant analysis, decision tree and logistic regression. Don’t need do all 4, just 3 can already.

this was what i submitted

What need to be done:

1. Linkage of lit review to proposed method
why you choose the proposed method

2. Data understand & preparation (Chapter 3)
describe the actual datasets, focusing more on the variables that you will be using for the model, as well as the data transformation and cleaning techniques.

3. Proposed method (use 3)
The modelling techniques you have chosen are suitable for classification projects. However, the techniques to be chosen will still depend on your actual datasets. As discussed, you should not restrict yourself to a single type of decision tree, as there might be a more suitable technique than CART, depending on data.

i summarized it.

Chapter 5: Recommendation and conclusion of the results

Mathematics Homework Help

Mathematics Homework Help

Mathematics Homework Help. MIS 690 GCU Performance of a Demand Forecast Using Multiple Linear Regression Model Paper

 

Build a model that
will solve the identified problem using an individual
approach to apply an analytical process to effectively build a model
that best fits the business problem. Use one or more of the following
software applications: IBM SPSS Modeler, SPSS Statistics, Excel,
Tableau, Python, or R.

Create a draft outline describing your model and addressing the following:

  1. Demonstrate
    your application of data analysis process by specifying which models
    you built and indicate why this best addresses the business problem.
  2. What variables did you include or leave out and why?
  3. Provide specific screenshots from the modeling software.
  4. Provide the raw software files that you used for this assignment.

Synthesize
the information from your draft outline to complete, in 750-1,000
words, the relevant components in the Methodology Approach and Model
Building section of the “Capstone Template.”

Business Problem: Our organization does not have a current plan in place for the amount of inventory they have on sight at any given time. Stores work off of their previous projections, but the organization has gained a large amount of business in the last 3-5 years and does not have a way currently to predict the amount of inventory required, causing frequent under and over stocking problems.

Analytical Problem: Perform a demand forecast to determine what the number of items are expected to be purchased in a given month. Use linear optimization to find the ideal number of inventory items to purchase.

Mathematics Homework Help