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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

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