.Rhistory

setwd("C:/Users/Patrick/OneDrive/Desktop")
setwd("C:/Git/Assignment 1 Git/CSML1000-Group-10-assignment-1/source/markdown")
print()
print("")
print()
\newline
<br>
print(xtable(summary(raw_crashesData[,1:6])), include.rownames = FALSE, scalebox=0.6)<br/>
print(xtable(summary(raw_crashesData[,1:6])), include.rownames = FALSE, scalebox=0.6)\
cat()
install.packages(c("leaflet", "shiny"))
shiny::runApp('C:/Git/Assignment 1 Git/CSML1000-Group-10-assignment-1')
setwd("C:/Git/Assignment 1 Git/CSML1000-Group-10-assignment-1")
runApp()
![Stochastic Gradient Boosting (GBM) AUC/ROC Curve](images/Gradient_Boosting-AUC.png)
![Stochastic Gradient Boosting (GBM) AUC/ROC Curve](images/Gradient_Boosting-AUC.png)
![Stochastic Gradient Boosting (GBM)](images/Gradient_Boosting-AUC.png)
## Stochastic Gradient Boosting (GBM)
![Decision Tree AUC/ROC Curve](images/Decision_Tree-AUC.png)
![Decision Tree AUC/ROC Curve](images/Decision_Tree-AUC.png)
![Decision Tree AUC/ROC Curve](images/Decision_Tree-AUC.png)
<p>
![Decision Tree Visualization of Branches](images/Decision_Tree-Tree_Visual.png)
</p>
<p>
![Decision Tree AUC/ROC Curve](images/Decision_Tree-AUC.png){width=250px}
</p>
## Stochastic Gradient Boosting (GBM)
?kable_styling
install.packages("kableExtra")
library(kableExtra)
kable_styling(latex_options = "hold_position")
kable(data_dictionary[], caption = "Data Dictionary - Motor Vehicle Collisions – Crashes", format = "latex") %>% kable_styling(latex_options = "hold_position")
data_dictionary <- read.csv('../data/data_dictionary.csv')
kable(data_dictionary[], caption = "Data Dictionary - Motor Vehicle Collisions – Crashes", format = "latex") %>% kable_styling(latex_options = "hold_position")