Essays about: "Erika Goteman"

Found 1 essay containing the words Erika Goteman.

  1. 1. Bank Customer Churn Prediction : A comparison between classification and evaluation methods

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Isabelle Tandan; Erika Goteman; [2020]
    Keywords : machine learning; cross-validation; k-fold; leave-one-out; random forest; decision trees; k-nearest neighbor; logistic regression; supervised learning; supervised statistical learning; binary classification; customer churn; bank customer churn.;

    Abstract : This study aims to assess which supervised statistical learning method; random forest, logistic regression or K-nearest neighbor, that is the best at predicting banks customer churn. Additionally, the study evaluates which cross-validation set approach; k-Fold cross-validation or leave-one-out cross-validation that yields the most reliable results. READ MORE