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ElbrusUW

Elbrus Gasimov

Recently Published

Spatial analysis of child mortality rate in Indian provinces
The research paper tries to spatially analyze various aspects of child mortality rates across India, divided into provinces and union territories. The study includes various visualizations, different tests, and finally, the building of multiple models/algorithms on the dataset gathered from the National Family Health Survey (NFHS-5), 2019-21 report.
Visualizing obesity levels
The aim of the study is to find some patterns among the people, who suffer from obesity, related to their diet and the general lifestyle they follow. The analysis was carried out using the "ggplot2" library.
Regression modeling on Life expectancy across different nations
The study tries to build regression models for the dataset regarding various socio-economic factors including human life index and life expectancy for various countries. The conclusion of the whole analysis is to suggest which modeling technique would be the best for the given dataset, based on the RMSE metric for all these models.
Classifying organizations as Bankrupt or not
The article involves building and fitting models for the dataset on the Bankruptcy of organizations. In total, 4 different models have been used including techniques to overcome the over-fitting issues. Moreover, feature selection was performed extensively to make sure the smooth execution of the whole analysis.
Classification of the fraudulent credit card transactions
This project shows the usage and outputs of various Classification modeling techniques on the Credit card fraudulent transaction dataset.
Breast Cancer prediction using PCA + LDA in R
using PCA + LDA in R