Publications by Farhana Zahir
Data624 Project2
OVERVIEW The data science team of Salma Elshahawy, John K. Hancock, and Farhana Zahir have prepared the following technical report to address the issue of understanding ABC’s manufacturing process and its predictive factors. This report is the predictive value of the PH. The report consists of the following: PART 1: THE DATASETS PART 2: DATA P...
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Data624 hw8
Textbook: Max Kuhn and Kjell Johnson. Applied Predictive Modeling. Springer, New York, 2013. #Load packages library(tidyverse) library(AppliedPredictiveModeling) library(mlbench) library(caret) library(kableExtra) Exercise 7.2 Friedman (1991) introduced several benchmark data sets create by simulation. One of these simulations used the foll...
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Data624 hw9
Textbook: Max Kuhn and Kjell Johnson. Applied Predictive Modeling. Springer, New York, 2013. library(caret) library(mlbench) library(randomForest) library(party) library(dplyr) library(gbm) library(Cubist) library(rpart) library(partykit) Exercise 8.1 Recreate the simulated data from Exercise 7.2: set.seed(420) simulated = mlbench.fried...
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Dashtest
ggplotly: various examples Carson Sievert Row Unemployment Crimes Row Faithful Eruptions Faithful Eruptions (polygon) Faithful Eruptions (hex) --- title: 'ggplotly: various examples' author: "Carson Sievert" output: flexdashboard::flex_dashboard: vertical_layout: scroll orientation: rows social: menu sou...
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