Publications by BayesianN
sample quarto
Untitled Quarto Quarto enables you to weave together content and executable code into a finished document. To learn more about Quarto see https://quarto.org. Running Code When you click the Render button a document will be generated that includes both content and the output of embedded code. You can embed code like this: 1 + 1 [1] 2 You can ad...
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Explainable machine learning with DALEX : Factors affecting high blood pressure.
Factors affecting blood pressure machine learning classification data visualization Data visualization plays an important role when evaluating the performance of machine learning models. In this post, we demonstrate how to use the DALEX package for visualizing machine learning models effectively. Visualizations with DALEX can facilitate the compa...
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Tutorial on explainable machine learning with DALEX : Public health
Factors affecting blood pressure machine learning classification data visualization Data visualization plays an important role when evaluating the performance of machine learning models. In this post, we demonstrate how to use the DALEX package for visualizing machine learning models effectively. Visualizations with DALEX can facilitate the compa...
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Explainable machine Learning with DALEX : Public Health
Factors affecting blood pressure machine learning classification data visualization Data visualization plays an important role when evaluating the performance of machine learning models. In this post, we demonstrate how to use the DALEX package for visualizing machine learning models effectively. Visualizations with DALEX can facilitate the compa...
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Turkey rearing
Turkey rearing A short project i did for a client. Contents library setup Demographics Exploration Type of Housing Breed Mortality causes Type of treatment Common diseases Problems related to feed library setup library(tidyverse) library(ggthemes) library(haven) library(gtsummary) my_data<-readxl::read_xlsx("Dissertation_Data.xlsx") view...
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Turkey rearing
Turkey rearing A short project i did for a client. Contents library setup Demographics Exploration Type of Housing Breed Mortality causes Type of treatment Common diseases Problems related to feed library setup library(tidyverse) library(ggthemes) library(haven) library(gtsummary) my_data<-readxl::read_xlsx("Dissertation_Data.xlsx") view...
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Analysis of Characteristics Influencing Nicotine Usage
Introduction Nicotine usage associated with cancer and heart disease Only about 3% of smokers quit nicotine usage successfully each year Methods Diagnostics Personality tendencies often linked to drug usage Survey data of demographics, personality scores, and drug history from 1885 participants Project Goal: Investigate the relationship between...
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Characteristics Influencing Nicotine Usage
Introduction Nicotine usage associated with cancer and heart disease Only about 3% of smokers quit nicotine usage successfully each year Methods Diagnostics Personality tendencies often linked to drug usage Survey data of demographics, personality scores, and drug history from 1885 participants Project Goal: Investigate the relationship between...
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Data Science In public Health : Factors affecting neonatal mortality
Introduction Neonatals death refers to the death of newborns before they turn 28 days old (Usman et al.,2019), and can be categorized as early or late depending on whether the death occurred before or after the seventh day of life. The period after birth is widely regarded as the most vulnerable and high-risk time for newborns. This is due to t...
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An almost ready public health thesis
Introduction Neonatals death refers to the death of newborns before they turn 28 days old (Usman et al.,2019), and can be categorized as early or late depending on whether the death occurred before or after the seventh day of life. The period after birth is widely regarded as the most vulnerable and high-risk time for newborns. This is due to t...
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