Publications by Harris Dupre

HW9

8.1 library(mlbench) set.seed(586) simulated <- mlbench.friedman1(200, sd = 1) simulated <- cbind(simulated$x, simulated$y) simulated <- as.data.frame(simulated) colnames(simulated)[ncol(simulated)] <- "y" a. library(randomForest) ## randomForest 4.7-1 ## Type rfNews() to see new features/changes/bug fixes. library(caret) ## Loading required pa...

3168 sym R (8742 sym/61 pcs) 3 img

HW7

6.2 a. library(dplyr) ## ## Attaching package: 'dplyr' ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are masked from 'package:base': ## ## intersect, setdiff, setequal, union library(AppliedPredictiveModeling) data("permeability") b. library(caret) ## Loading required package: gg...

969 sym R (28962 sym/60 pcs) 4 img

HW 8

7.2 library(mlbench) library(caret) ## Loading required package: ggplot2 ## Loading required package: lattice library(earth) ## Loading required package: Formula ## Loading required package: plotmo ## Loading required package: plotrix ## Loading required package: TeachingDemos set.seed(284781) training <- mlbench.friedman1(200, sd = 1) ## We conv...

1708 sym R (32199 sym/69 pcs) 5 img