Homework_8 (DO NOT SUBMIT WITH THIS FILE)

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California State University, Long Beach *

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448

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Computer Science

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Jan 9, 2024

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ITM448 Homework – Week8 Edit your submission in this word document, attaching the screenshots of the codes used for each question. Include narrative descriptions, outputs screenshot, or short answers when requested. ***PLEASE COPY THE PHOTOS AND PASTE IT IN YOUR DOCUMENTS TO SHOW PROOF OF OWNERSHIP OF DOCUMENT TO AVOID PLAGARISM AND CHEATING ****
Task 1 Following the Naïve Bayes classification example in the slides, please predict if the player go out to play if Task 2 Please import the “admit.csv” into Rstudio. In this dataset, we know the GRE score, the GPA, and the rank of 400 applicants for a graduate program. We also know if each of the candidates is admitted. In the admit column, 1 stands for “admitted”, and 0 stands for “rejected”. We are going to do clustering based on GRE and GPA for these applicants. Do not forget to standardize the dataset before clustering.
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Please do hierarchical clustering using complete link method. If you want only two clusters, what cluster is the 4 th applicant in? If you want three clusters, what cluster is the 4 th applicant in? Please show the codes while answer the questions. 2 clusters 3 clusters
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