Publications by Alec McCabe
Data 622 Homework 4
Data 622 Homework 4 Alec McCabe Introduction For this assignment, we will be analyzing a popular dataset from Kaggle.com which is focused on the detection and classification of diabetes in women. This is a very famous dataset known as the “Pima Indian Diabetes Dataset” and has been used extensively for machine learning applications. https://ww...
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Data 622 Homework 3
Data 622 Homework 3 Alec McCabe Assignment Prompt: Perform an analysis of the dataset(s) used in Homework #2 using the SVM algorithm. Compare the results with the results from previous homework. Libraries library(tidyverse) library(dplyr) library(tidyr) library(rpart) library(rpart.plot) library(lubridate) library(skimr) library(stringr) library(...
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Data 624 Homework 9
Data 622 Homework 9 Alec McCabe Assignment Do problems 8.1, 8.2, 8.3, and 8.7 in Kuhn and Johnson. Please submit the Rpubs link along with the .rmd file. Libraries library(party) ## Warning: package 'party' was built under R version 4.1.2 ## Loading required package: grid ## Loading required package: mvtnorm ## Loading required package: modeltool...
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Data 624 Homework 8
Data 622 Homework 8 Alec McCabe Libraries library(mlbench) library(tidyverse) ## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.1 ── ## ✓ ggplot2 3.3.5 ✓ purrr 0.3.4 ## ✓ tibble 3.1.6 ✓ dplyr 1.0.8 ## ✓ tidyr ...
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Data 622 Homework 2
Data 622 Homework 2 Alec McCabe Import Libraries # import packages library(tidyverse) library(dplyr) library(tidyr) library(rpart) library(rpart.plot) library(lubridate) library(skimr) library(stringr) library(corrplot) library(ggplot2) library(fpp3) library(caret) library(readr) library(GGally) library(tidymodels) library(randomForest) Load and ...
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data 624 Homework 7
Data 624 Homework 7 Alec McCabe Homework Prompt In Kuhn and Johnson do problems 6.2 and 6.3. There are only two but they consist of many parts. Please submit a link to your Rpubs and submit the .rmd file as well. Import Libraries library(caret) ## Loading required package: ggplot2 ## Loading required package: lattice library(dplyr) ## Warning: pa...
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Data 624 Project 1
Data 624 Project 1 Alec McCabe Import Libraries library(fpp3) ## Warning: package 'fpp3' was built under R version 4.1.2 ## ── Attaching packages ────────────────────────────────────────────── fpp3 0.5 ── ## ✓ tibble 3.1.6 ✓ tsibble ...
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Data 624 Project 1 V2
Data 624 Project 1 Alec McCabe Import Libraries library(fpp3) ## Warning: package 'fpp3' was built under R version 4.1.2 ## ── Attaching packages ────────────────────────────────────────────── fpp3 0.5 ── ## ✓ tibble 3.1.6 ✓ tsibble ...
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Data 624 - Homework 6
Data 624 Homework 6 Alec McCabe Imports library(fpp3) ## Warning: package 'fpp3' was built under R version 4.1.2 ## ── Attaching packages ────────────────────────────────────────────── fpp3 0.5 ── ## ✓ tibble 3.1.6 ✓ tsibble 1.1.3 #...
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Data 622 Assignment 1
Data 622 Assignment 1 Alec McCabe Libraries library(tidyverse) library(dplyr) library(tidyr) library(rpart) library(rpart.plot) library(lubridate) library(skimr) library(stringr) library(corrplot) library(ggplot2) library(fpp3) library(caret) Assignment Overview Visit the following website and explore the range of sizes of this dataset (from 100...
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