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Project 01 // Core Engine

Covid Mortality AI
Model.

R-based Covid-19 mortality analysis with regression, SVM, and decision-tree models

RMachine LearningCovid-19Regression
R
R
MAC
Machine Learning
COV
Covid-19
REG
Regression
RLanguage
Regression/SVMModels
Covid-19Domain
Process // 01

The Challenge

Covid-19 data needs filtering, imputation, and encoded variables before mortality modeling can be evaluated.

Bottleneck Analysis

Identification of relay failures in distributed nodes.

Process // 02

The Solution

  • Removed irrelevant fields and filtered records.
  • Imputed missing values and encoded categorical variables.
Architecture

Visual Chronicles

Abdullrahman

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Compared linear regression, multiple regression, SVM, and decision-tree models.
Solution visualization