Publications by Karim I
Homework
R Markdown This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within t...
6747 sym R (10017 sym/40 pcs) 5 img
home work 3
R Markdown This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within t...
7589 sym R (20338 sym/79 pcs) 4 img
Homework 4
R Markdown This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within t...
6687 sym R (6908 sym/37 pcs) 1 img
Document
R Markdown This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within t...
6304 sym R (11746 sym/72 pcs) 9 img
Homework 6
R Markdown In this exercise, you will further analyze the Wage data set considered throughout this chapter. library(ISLR2) attach(Wage) library(MASS) ## ## Attaching package: 'MASS' ## The following object is masked from 'package:ISLR2': ## ## Boston require(boot) ## Loading required package: boot Perform polynomial regression to predict...
2050 sym R (5398 sym/30 pcs) 6 img
Homework 7
R Markdown Consider the Gini index, classification error, and entropy in a simple classification setting with two classes. Create a single plot that displays each of these quantities as a function of ˆpm1. The x-axis should display ˆpm1, ranging from 0 to 1, and the y-axis should display the value of the Gini index, classification error, and e...
3751 sym R (8419 sym/62 pcs) 10 img
homework 8
R Markdown This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. We have seen that we can fit an SVM with a non-linear kernel in order to perform classification using a non-linear decision boundary.We will now s...
4744 sym R (12162 sym/82 pcs) 5 img