Develop a model to predict COVID testing results using predictor variables such as whether an individual has

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Develop a model to predict COVID testing results using predictor variables such as whether an individual has certain symptoms (i.e., cough, fever, sore throat, shortness of breath, and headache), age, sex, and whether the individual had contact with confirmed COVID cases. Discuss the predictive performance of your model and what other predictors may be included to improve the model.

 

CoughFeverSore_ThroatShortness_Of_BreathHeadacheAge_60_And_AboveSexContactResult
00000Nofemale0negative
00000Nofemale0negative
10000Nofemale0negative
00000Nomale0negative
00000Nofemale0negative
10000Yesfemale1negative
00000Nofemale1positive
00000Nomale1positive
00000Yesfemale1negative
00000Nomale0negative
00000Nofemale0negative
00000Yesmale0negative
00000Nomale0negative
00000Nofemale0negative
00000Yesmale0negative
00000Nomale0negative
00000Nofemale0negative
00000Nofemale0negative
00000Nomale0negative
00000
female0negative
00000Nofemale0negative
00000Nofemale0positive
00000Nofemale0negative
00000Nofemale0negative
00000Nofemale0negative
00000Nofemale0negative
00000Nomale0negative
00000Nofemale1positive
00000Yesfemale0positive
00000Nofemale0negative
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Business Analytics

ISBN: 9781265897109

2nd Edition

Authors: Sanjiv Jaggia, Alison Kelly, Kevin Lertwachara, Leida Chen

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