Publications by Daniel Craig
DATA605 Final
DATA605 Final DATA605 Final Problem 1a Problem 1b Problem 1c Problem 2 Scatterplot Correlation Matrix Testing Correlation Hypothesis Calculus-Based Probability & Statistics. Modeling. Build some type of multiple regression model and submit your model to the competition board. Provide your complete model summary and ...
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DATA605 - Comp. Mathematics - Assignment 15
HW15_DCraig Daniel Craig 2023-12-08 Question 1 Find the equation of the regression line for the given points. Round any final values to the nearest hundredth, if necessary. ( 5.6, 8.8 ), ( 6.3, 12.4 ), ( 7, 14.8 ), ( 7.7, 18.2 ), ( 8.4, 20.8 ) To solve this, we can simply create a linear regression line with R, and pull the intercept and sl...
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DATA622 HW3 - SVMs vs Decision Trees
HW3_DCraig HW3_DCraig Articles Analysis Decision Tree SVM Overview Linear Kernel Polynomial Kernel Radial Basis Function Kernel Comparison Daniel Craig 2023-12-03 This will be using code from a past post about Decision Trees to compare versus SVMs. That post can be found here. Specifically, we will be using the ...
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DATA622 HW3 - SVMs vs Decision Trees_re
HW3_DCraig HW3_DCraig Articles Analysis Decision Tree SVM Overview Linear Kernel Polynomial Kernel Radial Basis Function Kernel Comparison Daniel Craig 2023-12-03 This will be using code from a past post about Decision Trees to compare versus SVMs. That post can be found here. Specifically, we will be using the ...
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Simple Linear Regression in R
library(readr) data <- read_csv("who.csv") ## Rows: 190 Columns: 10 ## ── Column specification ──────────────────────────────────────────────────────── ## Delimiter: "," ## chr (1): Country ## dbl (9): LifeExp, InfantSurvival, U...
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Decision Trees Usage, Pro's, and Con's
Decision Trees to Predict Wins Decision Trees to Predict Wins Exposition EDA Modeling RPart Comparison Random Forest Analysis Conclusion Short Essay on Concerns of Decision Trees Article Conclusion Daniel Craig 2023-05-14 Exposition This work will be using a dataset about a specific professional eSport called D...
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Decision Trees Usage, Pro's, and Con's ver. 2
Decision Trees to Predict Wins Decision Trees to Predict Wins Exposition EDA Modeling RPart Comparison Random Forest Analysis Conclusion Short Essay on Concerns of Decision Trees Article Conclusion Daniel Craig 2023-05-14 Exposition This work will be using a dataset about a specific professional eSport called D...
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DATA605 - Comp. Mathematics - Assignment 4
Eigenvectors & Image Recognition Eigenvectors & Image Recognition 1. With the attached data file, build and visualize eigenimagery that accounts for 80% of the variability. Provide full R code and discussion. All Shoes Loading Shoes Load Data into Array Generate Principal Components Variance Eigenshoes Single ...
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DATA605 - Comp. Mathematics - Assignment 2
DCraig_Assignment2 DCraig_Assignment2 Problem Set 1 1. Show that \(A^TA \neq AA\), in general. (Proof and demonstration.) Definitions: 2. For a special type of square matrix A, we get AT A = AAT. Under what conditions could this be true? (Hint: The Identity matrix I is an example of such a matrix). Prob...
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DATA606 Final Project
DATA 606 Data Final Project - Self Control and its Impacts on Habit Execution DATA 606 Data Final Project - Self Control and its Impacts on Habit Execution Daniel Craig 2023-05-21 library(tidyverse) library(infer) library(ggplot2) library(cowplot) library(rmarkdown) knitr::opts_chunk$set(include = TRUE, message = FALSE, echo = TRUE) da...
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