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confusion-matrix decision-trees decision-tree-classifier classification-report one-hot-encoding grid-search-cross-validation roc-auc-curve

telecom_customer_churn_prediction_ml's Introduction

Telecom_Customer_Churn_Prediction_ML

Md. Rakibul Hasan
Civil Engineer
MS in Disaster Management (Contd.), University of Dhaka.

Objectives:

  • One-hot Encoding
  • Decision Tree Classification
  • Data Transformation
  • Cross-Validation
  • Grid Search
  • Tree diagram of the Decision Tree
  • Confusion Matrix, Classification report, and ROC-AUC
  • Explaining accuracy, precision, recall, f1 score

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