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Data Mining - Business Case Analysis

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Added on  2019-10-30

Data Mining - Business Case Analysis

   Added on 2019-10-30

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DATA MININGBusiness Case AnalysisStudent Id[Pick the date]
Data Mining - Business Case Analysis_1
Question 1 US public utilities dataset Variable description (a)Principal Component Analysis (PCA) on the data has been done using XLMiner and theresulted output is highlighted below:1 | P a g e
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PCA Summary Principal Component Analysis 2 | P a g e
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PCA Score sheet Analysis of Result After observing the principal component analysis table, the conclusion can be drawn that morethan 85% of the variance has been coming from the contribution of the major initial fiveprincipal components. The contribution from the last three principal components is very limited.Therefore, it would fair to neglect these noise components from the principal component matrixand study the most significant five principal components. 3 | P a g e
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