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Review classification chapters #234

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leem44 merged 36 commits intodevUBC-DSCI/introduction-to-datascience:devfrom review_classification1UBC-DSCI/introduction-to-datascience:review_classification1Copy head branch name to clipboardSep 23, 2021

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Commits on Aug 6, 2021

• addressing rev As comments about reference on the web

  

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• fixing author reference

  

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Commits on Aug 7, 2021

• adding zoomed in plot of nonstandardized data

  

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• adding zoomed in plot of nonstandardized data

  

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• moved line about factors from classification chapter to viz

  

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• updated plot axes, added point to 3D plot, added more explanation to more than 2 predictors sections with an example with 3 predictors, added explanation of set_engine, changed neighbours to americ…

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• addressing tiffany's comments in #92, fixing plot labels, rewriting some paragraphs to clarify functions, removing unneeded explanations of functions which we will explain in earlier chapters, upda…

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• reordering more than 2 predictors section

  

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Commits on Aug 9, 2021

• changing tumour to american spelling

  

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• updating plots to add unknown label to legend

  

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• fixing shapes in graphs

  

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Commits on Aug 10, 2021

• updating plots

  

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• adding lines to the 3d scatterplot to five nearest neighbors

  

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Commits on Aug 11, 2021

• reading through and changing minor grammar things, fixing code so it doesn't go off page

  

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• addressing reviewers comments, adding formula for accuracy, removing kap from output, explaining confusion matrix

  

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• addressing reviewers comments, fixing message output

  

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• changes to knn vs KNN etc

  

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• small wording change

  

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• minor changes to writing

  

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Commits on Aug 13, 2021

• minor changes to writing

  

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• minor wording changes

  

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• wording change

  

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• filtering on accuracy in table to make it cleaner

  

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• changing output of knn_results

  

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• changing wording slightly

  

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• minor wording changes

  

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Commits on Aug 14, 2021

• minor wording changes

  

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Commits on Aug 15, 2021

• added a comma

  

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Commits on Aug 16, 2021

• minor changes

  

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• adding accuracy number to one section

  

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• adding more of a segue line in the summary

  

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• moving code to a new line

  

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• change triangle to diamond

  

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Commits on Sep 22, 2021

• minor edits based on Trevor's comments

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• fixing based on Trevor's comments

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Commits on Sep 23, 2021

• minor spelling, grammar fixes, changing to american spelling, minor writing changes

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