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Explain weighted factor analysis using concrete examples of weighted factor analysis from an unrelated topic useful...

Explain weighted factor analysis using concrete examples of weighted factor analysis from an unrelated topic useful if this concept is not familiar to you (the student). For example, what factors are considered when buying a new car? How much weight is each factor given? Create a list

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A weight is an amount given to increase or decreased the importance of an item. Suppose taking an example of weight analysis of Marriage Proposal in Logistic Regression. Different wights will contribute to different importance of the factor. More the weight higher is its impact on the final model/ decision.

Family BG Logistic Regression for Marriage Proposal N9 Salary W. Activation Function To marry or not? Smoking Habit 2 σ(z Coo

Similarly, it can also be done for factors in buying for a new car. Like some of the factors can be: Economic, Technical, Performance, Brand value, Popularity, Safety, Convenience, Beauty, Environmental.

As in the diagram above, if you want to perform logistic regression you may substitute the value of x1,x2,x3... as 1 or 0 (matters or does-not-matter) and their corresponding weights according to your preference and get your result.

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