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The forecasting system of COVID-19 uses nine standard forecasting models for prediction of death, recovery and confirmed cases of COVID-19

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Prediction-of-Covid-19-Disease-Using-Machine-Learning-based-Models

About this Project

The forecasting system of COVID-19 uses nine standard forecasting models, such as Holt's Linear Model, Holt's Winter Model, Linear Regression, Polynomial Regression, SVM Prediction, Moving Average Model (employing AUTO ARIMA), AR Model, ARIMA Model and SARIMA Model.

Each model shows the prediction results of confirmed cases, death cases and recovery rate.

Owners of this Project:

Pradumn Mishra

Abhisek Omkar Prasad

Evaluation parameters used in the models:

1. Root Mean Square

2. Mean Square Error

3. Mean Absolute Error

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The forecasting system of COVID-19 uses nine standard forecasting models for prediction of death, recovery and confirmed cases of COVID-19

Topics

machine-learning linear-regression machine-learning-algorithms logistic-regression arima-model book-chapter timeseries-forecasting covid-19 sarima-model covid19-data holt-winters-forecasting covid19-prediction holt-linear-forecasting

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