Phase 1

[Atharv-Chaudhari]

✨ Phase 1 includes risk predictor form having symptoms data...

🧿 Phase I - Detection of Covid Positive Cases using Supervised Machine Learning.

Language: Python
Platform: Kaggle

📌 1) Data Gathering | Data Translation | Israel Covid-19 Data (2020 & 2021)
📌 2) Exploratory Data Analysis | Tableau
📌 3) Data Preprocessing | Label, One Hot Encoding
📌 4) Feature Selection | Chi Square Test
📌 5) Data Modeling | Logistic Regression, Random Forest, Extreme Gradient Boosting
📌 6) Model Evaluation | Recall, Precision, F1-Score, Specificity, Accuracy
📌 7) Best Model Deployed in UI