Original Dataset: https://www.kaggle.com/datasets/nursyahrina/customer-churn-telco
Descriptive Analysis:
- Churn Distribiution - Obinna
- Numeric Summary (Histogram Charts) - Obinna
- Bivariate Analysis (Box Plots) - Obinna
- Statistical Tests (Chi-Square, T-Test, Mann-Whitney) - Obinaa
- Churn Rate Histogram - Obinna
In Model's used:
- Gradient Boosted Models - Jeff
- K-Nearest Neighbors (Euclidean) - Jeff
- Correlation Heatmap - Jeff
- Pearson's Correlation Coefficients - Jeff
- Random Forest - Nicholson
- Naive Bayes - Nicholson
- Decision Tree - Nicholson
- Logistical Regression - Nicholson
- Generated Feature Importance - Nicholson